Smartish Edge Camera – Azure Storage Service

The AzureIoTSmartEdgeCameraService was a useful proof of concept(PoC) but the codebase was starting to get unwieldy so it has been split into the SmartEdgeCameraAzureStorageService and SmartEdgeCameraAzureIoTService.

The initial ML.Net +You only look once V5(YoloV5) project uploaded raw (effectively a time lapse camera) and marked-up (with searchable tags) images to Azure Storage. But, after using it in a “real” project I found…

  • The time-lapse functionality which continually uploaded images wasn’t that useful. I have another standalone application which has that functionality.
  • If an object with a label in the “PredictionLabelsOfInterest” and a score greater than PredicitionScoreThreshold was detected it was useful to have the option to upload the camera and/or marked-up (including objects below the threshold) image(s).
  • Having both camera and marked-up images tagged so they were searchable with an application like Azure Storage Explorer was very useful.
Security Camera Image
Security Camera image with bounding boxes around all detected objects
Azure Storage Explorer filter for images containing 1 person

After the You Only Look Once(YOLOV5)+ML.Net+Open Neural Network Exchange(ONNX) plumbing has loaded a timer with a configurable due time and period was started.

private async void ImageUpdateTimerCallback(object state)
{
	DateTime requestAtUtc = DateTime.UtcNow;

	// Just incase - stop code being called while photo already in progress
	if (_cameraBusy)
	{
		return;
	}
	_cameraBusy = true;

	_logger.LogInformation("Image processing start");

	try
	{
#if CAMERA_RASPBERRY_PI
		RaspberryPIImageCapture();
#endif
#if CAMERA_SECURITY
		SecurityCameraImageCapture();
#endif
		List<YoloPrediction> predictions;

		using (Image image = Image.FromFile(_applicationSettings.ImageCameraFilepath))
		{
			_logger.LogTrace("Prediction start");
			predictions = _scorer.Predict(image);
			_logger.LogTrace("Prediction done");

			OutputImageMarkup(image, predictions, _applicationSettings.ImageMarkedUpFilepath);
		}

		if (_logger.IsEnabled(LogLevel.Trace))
		{
			_logger.LogTrace("Predictions {0}", predictions.Select(p => new { p.Label.Name, p.Score }));
		}

		var predictionsOfInterest = predictions.Where(p => p.Score > _applicationSettings.PredicitionScoreThreshold).Select(c => c.Label.Name).Intersect(_applicationSettings.PredictionLabelsOfInterest, StringComparer.OrdinalIgnoreCase);
		if (_logger.IsEnabled(LogLevel.Trace))
		{
			_logger.LogTrace("Predictions of interest {0}", predictionsOfInterest.ToList());
		}

		var predictionsTally = predictions.Where(p => p.Score >= _applicationSettings.PredicitionScoreThreshold)
									.GroupBy(p => p.Label.Name)
									.Select(p => new
									{
										Label = p.Key,
										Count = p.Count()
									});

		if (predictionsOfInterest.Any())
		{
			BlobUploadOptions blobUploadOptions = new BlobUploadOptions()
			{
				Tags = new Dictionary<string, string>()
			};

			foreach (var predicition in predictionsTally)
			{
				blobUploadOptions.Tags.Add(predicition.Label, predicition.Count.ToString());
			}

			if (_applicationSettings.ImageCameraUpload)
			{
				_logger.LogTrace("Image camera upload start");

				string imageFilenameCloud = string.Format(_azureStorageSettings.ImageCameraFilenameFormat, requestAtUtc);

				await _imagecontainerClient.GetBlobClient(imageFilenameCloud).UploadAsync(_applicationSettings.ImageCameraFilepath, blobUploadOptions);

				_logger.LogTrace("Image camera upload done");
			}

			if (_applicationSettings.ImageMarkedupUpload)
			{
				_logger.LogTrace("Image marked-up upload start");

				string imageFilenameCloud = string.Format(_azureStorageSettings.ImageMarkedUpFilenameFormat, requestAtUtc);

				await _imagecontainerClient.GetBlobClient(imageFilenameCloud).UploadAsync(_applicationSettings.ImageMarkedUpFilepath, blobUploadOptions);

				_logger.LogTrace("Image marked-up upload done");
			}
		}

		if (_logger.IsEnabled(LogLevel.Information))
		{
			_logger.LogInformation("Predictions tally {0}", predictionsTally.ToList());
		}
	}
	catch (Exception ex)
	{
		_logger.LogError(ex, "Camera image download, post procesing, image upload, or telemetry failed");
	}
	finally
	{
		_cameraBusy = false;
	}

	TimeSpan duration = DateTime.UtcNow - requestAtUtc;

	_logger.LogInformation("Image processing done {0:f2} sec", duration.TotalSeconds);
}

The test-rig consisted of a Unv ADZK-10 Security Camera, Power over Ethernet(PoE) module, D-Link Switch and a Raspberry Pi 4B 8G, or ASUS PE100A, or my HP Prodesk 400G4 DM (i7-8700T)

Security Camera Image download times

Excluding the first download it takes on average 0.16 secs to download a security camera image with my network setup.

Development PC image download and processing console

The HP Prodesk 400G4 DM (i7-8700T) took on average 1.16 seconds to download an image from the camera, run the model, and upload the two images to Azure Storage

Raspberry PI 4B image download and processing console

The Raspberry Pi 4B 8G took on average 2.18 seconds to download an image from the camera, run the model, then upload the two images to Azure Storage

ASUS PE100A image download an processing console

The ASUS PE100A took on average 3.79 seconds to download an image from the camera, run the model, then upload the two images to Azure Storage.

TTI V3 Connector Azure IoT Central Device Provisioning Service(DPS) support

The TTI Connector supports the Azure IoT Hub Device Provisioning Service(DPS) which is required (it is possible to provision individual devices but this intended for small deployments or testing) for Azure IoT Central applications. The TTI Connector implementation also supports Azure IoT Central Digital Twin Definition Language (DTDL V2) for “automagic” device provisioning.

The first step was to configure and Azure IoT Central enrollment group (ensure “Automatically connect devices in this group” is on for “zero touch” provisioning) and copy the IDScope and Group Enrollment key to the TTI Connector configuration

RAK3172 Enrollment Group creation
Azure IoT Hub Device Provisioning Service configuration

I then created an Azure IoT Central template for my RAK3172 breakout board based.Net Core powered test device.

{
    "@id": "dtmi:ttnv3connectorclient:RASK3172Breakout1c7;1",
    "@type": "Interface",
    "contents": [
        {
            "@id": "dtmi:ttnv3connectorclient:RASK3172Breakout1c7:temperature_0;1",
            "@type": [
                "Telemetry",
                "Temperature"
            ],
            "displayName": {
                "en": "Temperature"
            },
            "name": "temperature_0",
            "schema": "double",
            "unit": "degreeCelsius"
        },
        {
            "@id": "dtmi:ttnv3connectorclient:RASK3172Breakout1c7:relative_humidity_0;1",
            "@type": [
                "Telemetry",
                "RelativeHumidity"
            ],
            "displayName": {
                "en": "Humidity"
            },
            "name": "relative_humidity_0",
            "schema": "double",
            "unit": "percent"
        },
        {
            "@id": "dtmi:ttnv3connectorclient:RASK3172Breakout1c7:value_0;1",
            "@type": "Command",
            "displayName": {
                "en": "Temperature OOB alert minimum"
            },
            "name": "value_0",
            "request": {
                "@type": "CommandPayload",
                "displayName": {
                    "en": "Minimum"
                },
                "name": "value_0",
                "schema": "double"
            },
            "durable": true
        },
        {
            "@id": "dtmi:ttnv3connectorclient:RASK3172Breakout1c7:value_1;1",
            "@type": "Command",
            "displayName": {
                "en": "Temperature OOB alert maximum"
            },
            "name": "value_1",
            "request": {
                "@type": "CommandPayload",
                "displayName": {
                    "en": "Maximum"
                },
                "name": "value_1",
                "schema": "double"
            },
            "durable": true
        },
        {
            "@id": "dtmi:ttnv3connectorclient:RASK3172Breakout1c7:TemperatureOOBAlertMinimumAndMaximum;1",
            "@type": "Command",
            "displayName": {
                "en": "Temperature OOB alert minimum and maximum"
            },
            "name": "TemperatureOOBAlertMinimumAndMaximum",
            "request": {
                "@type": "CommandPayload",
                "displayName": {
                    "en": "Alert Temperature"
                },
                "name": "AlertTemperature",
                "schema": {
                    "@type": "Object",
                    "displayName": {
                        "en": "Object"
                    },
                    "fields": [
                        {
                            "displayName": {
                                "en": "minimum"
                            },
                            "name": "value_0",
                            "schema": "double"
                        },
                        {
                            "displayName": {
                                "en": "maximum"
                            },
                            "name": "value_1",
                            "schema": "double"
                        }
                    ]
                }
            },
            "durable": true
        },
        {
            "@id": "dtmi:ttnv3connectorclient:RASK3172Breakout1c7:value_2;1",
            "@type": "Command",
            "displayName": {
                "en": "Fan"
            },
            "name": "value_2",
            "request": {
                "@type": "CommandPayload",
                "displayName": {
                    "en": "On"
                },
                "name": "value_3",
                "schema": {
                    "@type": "Enum",
                    "displayName": {
                        "en": "Enum"
                    },
                    "enumValues": [
                        {
                            "displayName": {
                                "en": "On"
                            },
                            "enumValue": 1,
                            "name": "On"
                        },
                        {
                            "displayName": {
                                "en": "Off"
                            },
                            "enumValue": 0,
                            "name": "Off"
                        }
                    ],
                    "valueSchema": "integer"
                }
            },
            "durable": true
        },
        {
            "@id": "dtmi:ttnv3connectorclient:RASK3172Breakout1c7:LightsGoOn;1",
            "@type": "Command",
            "displayName": {
                "en": "LightsGoOn"
            },
            "name": "LightsGoOn",
            "durable": true
        },
        {
            "@id": "dtmi:ttnv3connectorclient:RASK3172Breakout1c7:LightsGoOff;1",
            "@type": "Command",
            "displayName": {
                "en": "LightsGoOff"
            },
            "name": "LightsGoOff",
            "durable": true
        }
    ],
    "displayName": {
        "en": "RASK3172 Breakout"
    },
    "@context": [
        "dtmi:iotcentral:context;2",
        "dtmi:dtdl:context;2"
    ]
}

The Device Template @Id can also be set for a TTI application using an optional dtdlmodelid which is specified the the TTI Connector configuration.

.NET nanoFramework SX127X LoRa library “it’s all about timing”

Every so often my nanoFramework SX127X library RangeTester application wouldn’t start. When I poked around with the Visual Studio 2022 debugger the issue went away(a “Heisenbug” in the wild) which made figuring out what was going on impossible.

One afternoon the issue occurred several times in a row, the application wouldn’t startup because the SX127X device detection failed and message transmission was also not being confirmed.(TX Done).

Visual Studio output windows with SX127X detection failure
Visual Studio output windows with no Transmit confirmations
public SX127XDevice(SpiDevice spiDevice, GpioController gpioController, int interruptPin, int resetPin)
{
	_gpioController = gpioController;

	// Factory reset pin configuration
	_resetPin = resetPin;
	_gpioController.OpenPin(resetPin, PinMode.Output);

	_gpioController.Write(resetPin, PinValue.Low);
	Thread.Sleep(20);
	_gpioController.Write(resetPin, PinValue.High);
	Thread.Sleep(100);

	_registerManager = new RegisterManager(spiDevice, RegisterAddressReadMask, RegisterAddressWriteMask);

	// Once the pins setup check that SX127X chip is present
	Byte regVersionValue = _registerManager.ReadByte((byte)Configuration.Registers.RegVersion);
	if (regVersionValue != Configuration.RegVersionValueExpected)
	{
		throw new ApplicationException("Semtech SX127X not found");
	}

	// Interrupt pin for RX message & TX done notification 
	_gpioController.OpenPin(interruptPin, PinMode.InputPullDown);

	_gpioController.RegisterCallbackForPinValueChangedEvent(interruptPin, PinEventTypes.Rising, InterruptGpioPin_ValueChanged);
}

I could single step through the code and inspect variables with the debugger and it looks like a timing issue with order of the strobing of the reset pin and the initialisation of the RegisterManager. I’ll spend and hour starting and stopping the application, then smoke test the code for 24 hours with a couple of other devices generating traffic just to check.

RAK7258 Local server and Message Queuing Telemetry Transport(MQTT)

This post was originally about getting the built in Network Server of my RAKWireless RAK7258 WisGate Edge Lite to connect to an Azure IoT Hub or Azure IoT Central. The RAK7258 had been connected to The Things Industries(TTI) network so I updated the firmware and checked the “mode” in the LoRaWAN Network settings.

RAK 7258 LoRaWAN Network settings

Azure IoT Hub is not a fully featured MQTT broker so I initially looked at running Eclipse Mosquitto or HiveMQ locally but this seemed like a lot of effort for a Proof of Concept(PoC).

RAK 7258 Network Server Global Integration settings

I have used MQTTNet in a few other projects (The Things Network(TTN) V3 Azure IoT Connector, The Things Network V2 MQTT SQL Connector, Windows 10 IoT Core MQTT Field gateway etc.) and there was a sample application which showed ho to build a simple server so that became my preferred approach.

I then started exploring how applications and devices are provisioned in the RAK Network Server.

RAK 7258 Network Server applications list

The network server software has “unified” and “separate” “Device authentication mode”s and will “auto Add LoRa Device”s if enabled.

RAK 7258 Network Server Separate Application basic setup
RAK 7258 Network Server Separate Application device basic setup
RAK 7258 Network Server Unified Application device basic setup

Applications also have configurable payload formats(raw & CayenneLPP) and integrations (uplink messages plus join, ack, and device notifications etc.)

RAK7258 live device data display

In the sample server I could see how ValidatingConnectionAsync was used to check the clientID, username and password when a device connected. I just wanted to display messages and payloads without having to use an MQTT client and it looked like InterceptingPublishAsync was a possible solution.

But the search results were a bit sparse…

InterceptingPublishAsync + MQTTNet search results

After some reading the MQTTNet documentation and some experimentation I could display the message payload (same as in the live device data display) in a “nasty” console application.

namespace devMobile.IoT.RAKWisgate.ServerBasic
{
   using System;
	using System.Threading.Tasks;

   using MQTTnet;
   using MQTTnet.Protocol;
   using MQTTnet.Server;

   public static class Program
   {
      static async Task Main(string[] args)
      {
         var mqttFactory = new MqttFactory();

         var mqttServerOptions = new MqttServerOptionsBuilder()
             .WithDefaultEndpoint()
             .Build();

         using (var mqttServer = mqttFactory.CreateMqttServer(mqttServerOptions))
         {
            mqttServer.InterceptingPublishAsync += e =>
            {
               Console.WriteLine($"Client:{e.ClientId} Topic:{e.ApplicationMessage.Topic} {e.ApplicationMessage.ConvertPayloadToString()}");

               return Task.CompletedTask;
            };

            mqttServer.ValidatingConnectionAsync += e =>
            {
               if (e.ClientId != "RAK Wisgate7258")
               {
                  e.ReasonCode = MqttConnectReasonCode.ClientIdentifierNotValid;
               }

               if (e.Username != "ValidUser")
               {
                  e.ReasonCode = MqttConnectReasonCode.BadUserNameOrPassword;
               }

               if (e.Password != "TopSecretPassword")
               {
                  e.ReasonCode = MqttConnectReasonCode.BadUserNameOrPassword;
               }

               return Task.CompletedTask;
            };

            await mqttServer.StartAsync();

            Console.WriteLine("Press Enter to exit.");
            Console.ReadLine();

            await mqttServer.StopAsync();
         }
      }
   }
}
MQTTNet based console application displaying device payloads

The process of provisioning Applications and Devices is quite different (The use of the AppEUI/JoinEUI is odd) to The Things Network(TTN) and other platforms I have used so I will explore this some more in future post(s).

.NET nanoFramework SX127X LoRa library playing nice with others

So nanoFramework applications using my SX127X library.NetNF can access other General Purpose Input Output(GPIO) ports and Serial Peripheral Interface(SPI) devices I have added SpiDevice and GpioController parameters to the two constructors.

// Hardware configuration support
private readonly int ResetPin;
private readonly GpioController _gpioController = null;
private readonly SpiDevice _sx127xTransceiver = null;
private readonly Object SX127XRegFifoLock = new object();
private double Frequency = FrequencyDefault;
private bool RxDoneIgnoreIfCrcMissing = true;
private bool RxDoneIgnoreIfCrcInvalid = true;

public SX127XDevice(SpiDevice spiDevice, GpioController gpioController, int interruptPin, int resetPin)
{
	_sx127xTransceiver = spiDevice;

	_gpioController = gpioController;

	// As soon as ChipSelectLine/ChipSelectLogicalPinNumber check that SX127X chip is present
	Byte regVersionValue = this.ReadByte((byte)Registers.RegVersion);
	if (regVersionValue != RegVersionValueExpected)
	{
		throw new ApplicationException("Semtech SX127X not found");
	}

	// Factory reset pin configuration
	ResetPin = resetPin;
	_gpioController.OpenPin(resetPin, PinMode.Output);

	_gpioController.Write(resetPin, PinValue.Low);
	Thread.Sleep(20);
	_gpioController.Write(resetPin, PinValue.High);
	Thread.Sleep(20);

	// Interrupt pin for RX message & TX done notification 
	_gpioController.OpenPin(interruptPin, PinMode.InputPullDown);

	_gpioController.RegisterCallbackForPinValueChangedEvent(interruptPin, PinEventTypes.Rising, InterruptGpioPin_ValueChanged);
}

public SX127XDevice(SpiDevice spiDevice, GpioController gpioController, int interruptPin)
{
	_sx127xTransceiver = spiDevice;

	_gpioController = gpioController;

	// As soon as ChipSelectLine/ChipSelectLogicalPinNumber check that SX127X chip is present
	Byte regVersionValue = this.ReadByte((byte)Registers.RegVersion);
	if (regVersionValue != RegVersionValueExpected)
	{
		throw new ApplicationException("Semtech SX127X not found");
	}

	// Interrupt pin for RX message & TX done notification 
	_gpioController.OpenPin(interruptPin, PinMode.InputPullDown);

	_gpioController.RegisterCallbackForPinValueChangedEvent(interruptPin, PinEventTypes.Rising, InterruptGpioPin_ValueChanged);
}

I then “over refactored”(broke) the constructor without the resetPin by removing the GpioController parameter which is necessary for the RegisterCallbackForPinValueChangedEvent.

Smartish Edge Camera – Azure Storage Image Tags

This ML.Net +You only look once V5(YoloV5) + RaspberryPI 4B project uploads raw camera and marked up (with searchable tags) images to Azure Storage.

Raspberry PI 4 B backyard test rig

My backyard test-rig consists of a Unv ADZK-10 Security Camera, Power over Ethernet(PoE) module, D-Link Switch and a Raspberry Pi 4B 8G.

{
   ...

  "Application": {
    "DeviceId": "edgecamera",
...
    "PredicitionScoreThreshold": 0.7,
    "PredictionLabelsOfInterest": [
      "bicycle",
      "person",
      "car"
    ],
    "OutputImageMarkup": true
  },
...
  "AzureStorage": {
    "ConnectionString": "FhisIsNotTheConnectionStringYouAreLookingFor",
    "ImageCameraFilenameFormat": "{0:yyyyMMdd}/camera/{0:HHmmss}.jpg",
    "ImageMarkedUpFilenameFormat": "{0:yyyyMMdd}/markedup/{0:HHmmss}.jpg"
  }
}

After the You Only Look Once(YOLOV5)+ML.Net+Open Neural Network Exchange(ONNX) plumbing has loaded a timer with a configurable due time and period is started.

private async void ImageUpdateTimerCallback(object state)
{
	DateTime requestAtUtc = DateTime.UtcNow;

	// Just incase - stop code being called while photo already in progress
	if (_cameraBusy)
	{
		return;
	}
	_cameraBusy = true;

	_logger.LogInformation("Image processing start");

	try
	{
#if CAMERA_RASPBERRY_PI
		RaspberryPIImageCapture();
#endif
#if CAMERA_SECURITY
		SecurityCameraImageCapture();
#endif
		if (_applicationSettings.ImageCameraUpload)
		{
			_logger.LogTrace("Image camera upload start");

			string imageFilenameCloud = string.Format(_azureStorageSettings.ImageCameraFilenameFormat, requestAtUtc);

			await _imagecontainerClient.GetBlobClient(imageFilenameCloud).UploadAsync(_applicationSettings.ImageCameraFilepath, true);

			_logger.LogTrace("Image camera upload done");
		}

		List<YoloPrediction> predictions;

		using (Image image = Image.FromFile(_applicationSettings.ImageCameraFilepath))
		{
			_logger.LogTrace("Prediction start");
			predictions = _scorer.Predict(image);
			_logger.LogTrace("Prediction done");

			OutputImageMarkup(image, predictions, _applicationSettings.ImageMarkedUpFilepath);
		}

		if (_logger.IsEnabled(LogLevel.Trace))
		{
			_logger.LogTrace("Predictions {0}", predictions.Select(p => new { p.Label.Name, p.Score }));
		}

		var predictionsOfInterest = predictions.Where(p => p.Score > _applicationSettings.PredicitionScoreThreshold).Select(c => c.Label.Name).Intersect(_applicationSettings.PredictionLabelsOfInterest, StringComparer.OrdinalIgnoreCase);
		if (_logger.IsEnabled(LogLevel.Trace))
		{
			_logger.LogTrace("Predictions of interest {0}", predictionsOfInterest.ToList());
		}

		var predictionsTally = predictions.Where(p => p.Score >= _applicationSettings.PredicitionScoreThreshold)
									.GroupBy(p => p.Label.Name)
									.Select(p => new
									{
										Label = p.Key,
										Count = p.Count()
									});

		if (_applicationSettings.ImageMarkedupUpload && predictionsOfInterest.Any())
		{
			_logger.LogTrace("Image marked-up upload start");

			string imageFilenameCloud = string.Format(_azureStorageSettings.ImageMarkedUpFilenameFormat, requestAtUtc);

			BlobUploadOptions blobUploadOptions = new BlobUploadOptions()
			{
				Tags = new Dictionary<string, string>()
			};

			foreach (var predicition in predictionsTally)
			{
				blobUploadOptions.Tags.Add(predicition.Label, predicition.Count.ToString());
			}

			BlobClient blobClient = _imagecontainerClient.GetBlobClient(imageFilenameCloud);

			await blobClient.UploadAsync(_applicationSettings.ImageMarkedUpFilepath, blobUploadOptions);

			_logger.LogTrace("Image marked-up upload done");
		}

		if (_logger.IsEnabled(LogLevel.Information))
		{
			_logger.LogInformation("Predictions tally {0}", predictionsTally.ToList());
		}
	}
	catch (Exception ex)
	{
		_logger.LogError(ex, "Camera image download, post procesing, image upload, or telemetry failed");
	}
	finally
	{
		_cameraBusy = false;
	}

	TimeSpan duration = DateTime.UtcNow - requestAtUtc;

	_logger.LogInformation("Image processing done {0:f2} sec", duration.TotalSeconds);
}
RaspberryPI 4B console application output

A marked up image is uploaded to Azure Storage if any of the objects detected (with a score greater than PredicitionScoreThreshold) is in the PredictionLabelsOfInterest list.

Single bicycle
Two bicycles
Three bicycles
Three bicycles with person in the foreground
Two bicycles with a person and dog in the foreground

I have added Tags to the images so they can be filtered with tools like Azure Storage Explorer.

All the camera images
All the marked up images with more than one bicycle
All the marked up images with more than two bicycles
All the marked up images with people and bicycles

.NET nanoFramework SX127X LoRa library on Github

The source code of my nanoFramework SX127X library is now available on GitHub. I have tested the library and sample applications on Netduino 3Wifi, Sparkfun LoRa Gateway 1 Channel ESP32 for LoRaWAN and ST Micro STM32F7691 Discovery devices.(I can add more platform configurations if there is interest).

STM32F769I Discovery, Netduino 3 Wifi and Sparkfun testrig

I started with a proof of concept update of my RFM9X for nanoFramework library to the new nanoFramework System.Device model (“inspired” by .Net Core System.Device) which was slow going. I then tried “back porting” my SX127X for .Net Core library to the .NET nanoFramework which was much quicker.

namespace devMobile.IoT.SX127xLoRaDevice
{
	using System;
	using System.Text;
	using System.Threading;

	class Program
	{
		private const double Frequency = 915000000.0;
#if ESP32_WROOM_32_LORA_1_CHANNEL
      private const int SpiBusId = 1;
#endif
#if NETDUINO3_WIFI
		private const int SpiBusId = 2;
#endif
#if ST_STM32F769I_DISCOVERY
		private const int SpiBusId = 2;
#endif
		private static SX127XDevice sx127XDevice;

		static void Main(string[] args)
		{
			int SendCount = 0;
#if ESP32_WROOM_32_LORA_1_CHANNEL // No reset line for this device as it isn't connected on SX127X
			int chipSelectLine = Gpio.IO16;
			int interruptPinNumber = Gpio.IO26;
#endif
#if NETDUINO3_WIFI
			// Arduino D10->PB10
			int chipSelectLine = PinNumber('B', 10);
			// Arduino D9->PE5
			int resetPinNumber = PinNumber('E', 5);
			// Arduino D2 -PA3
			int interruptPinNumber = PinNumber('A', 3);
#endif
#if ST_STM32F769I_DISCOVERY
			// Arduino D10->PA11
			int chipSelectLine = PinNumber('A', 11);
			// Arduino D9->PH6
			int resetPinNumber = PinNumber('H', 6);
			// Arduino D2->PA4
			int interruptPinNumber = PinNumber('J', 1);
#endif
			Console.WriteLine("devMobile.IoT.SX127xLoRaDevice Client starting");

			try
			{
#if ESP32_WROOM_32_LORA_1_CHANNEL
				Configuration.SetPinFunction(Gpio.IO12, DeviceFunction.SPI1_MISO);
				Configuration.SetPinFunction(Gpio.IO13, DeviceFunction.SPI1_MOSI);
				Configuration.SetPinFunction(Gpio.IO14, DeviceFunction.SPI1_CLOCK);

				sx127XDevice = new SX127XDevice(SpiBusId, chipSelectLine, interruptPinNumber);
#endif
#if NETDUINO3_WIFI || ST_STM32F769I_DISCOVERY
				sx127XDevice = new SX127XDevice(SpiBusId, chipSelectLine, interruptPinNumber, resetPinNumber);
#endif

				sx127XDevice.Initialise(SX127XDevice.RegOpModeMode.ReceiveContinuous,
							Frequency,
							lnaGain: SX127XDevice.RegLnaLnaGain.G3,
							lnaBoost:true, 
							powerAmplifier: SX127XDevice.PowerAmplifier.PABoost,
							rxPayloadCrcOn: true,
							rxDoneignoreIfCrcMissing: false
							);

#if DEBUG
				sx127XDevice.RegisterDump();
#endif

				sx127XDevice.OnReceive += SX127XDevice_OnReceive;
				sx127XDevice.Receive();
				sx127XDevice.OnTransmit += SX127XDevice_OnTransmit;

				Thread.Sleep(500);

				while (true)
				{
					string messageText = $"Hello LoRa from .NET nanoFramework {SendCount += 1}!";

					byte[] messageBytes = UTF8Encoding.UTF8.GetBytes(messageText);
					//Console.WriteLine($"{DateTime.UtcNow:HH:mm:ss}-TX {messageBytes.Length} byte message {messageText}");
					//sx127XDevice.Send(messageBytes);

					Thread.Sleep(50000);
				}
			}
			catch (Exception ex)
			{
				Console.WriteLine(ex.Message);
			}
		}

		private static void SX127XDevice_OnReceive(object sender, SX127XDevice.OnDataReceivedEventArgs e)
		{
			try
			{
				// Remove unprintable characters from messages
				for (int index = 0; index < e.Data.Length; index++)
				{
					if ((e.Data[index] < 0x20) || (e.Data[index] > 0x7E))
					{
						e.Data[index] = 0x7C;
					}
				}

				string messageText = UTF8Encoding.UTF8.GetString(e.Data, 0, e.Data.Length);

				Console.WriteLine($"{DateTime.UtcNow:HH:mm:ss}-RX PacketSnr {e.PacketSnr:0.0} Packet RSSI {e.PacketRssi}dBm RSSI {e.Rssi}dBm = {e.Data.Length} byte message {messageText}");
			}
			catch (Exception ex)
			{
				Console.WriteLine(ex.Message);
			}
		}

		private static void SX127XDevice_OnTransmit(object sender, SX127XDevice.OnDataTransmitedEventArgs e)
		{
			sx127XDevice.SetMode(SX127XDevice.RegOpModeMode.ReceiveContinuous);

			Console.WriteLine($"{DateTime.UtcNow:HH:mm:ss}-TX Done");
		}

#if NETDUINO3_WIFI || ST_STM32F769I_DISCOVERY
		static int PinNumber(char port, byte pin)
		{
			if (port < 'A' || port > 'J')
				throw new ArgumentException();

			return ((port - 'A') * 16) + pin;
		}
#endif
	}
}

The sample application shows how to configure the library for different devices (SPI port, interrupt pin and optional reset pin) then send/receive payloads. The library is intended to be initialised then run for long periods of time (I’m looking at a month long soak test next) rather than changing configuration while running. The initialise method has many parameters which have “reasonable” default values. (Posts coming about optimising power consumption and range).

I’m looking at extending the library with optional functionality like tamper detection via signing and privacy via payload encryption, and mesh network support.

.NET nanoFramework SX127X LoRa library with Interrupts

To test the nanoFramework transmit and receive with interrupts implementation I used three Dragino LoRa Shields, a Seeeduino V4.2 and a pair of Netduino 3 Wifi devices.

Seeeduino and nanoFramework

I started with transmit as I was confident my Netduino 3 Wifi & Seeeduino + Dragino LoRa Shields could receive messages.

Interrupt pin configuration
SX127X ReqIrqFlags options

The TransmitInterrupt application loads the message to be sent into the First In First Out(FIFO) buffer, RegDioMapping1 is set to interrupt onTxDone(PacketSent-00), then RegRegOpMode-Mode is set to Transmit. When the message has been sent InterruptGpioPin_ValueChanged is called, and the TxDone(0b00001000) flag is set in the RegIrqFlags register.

The ReceiveInterrupt application sets the RegDioMapping1 to interrupt on RxDone(PacketReady-00), then the RegRegOpMode-Mode is set to Receive(TX-101). When a message is received InterruptGpioPin_ValueChanged is called, with the RxDone(0b00001000) flag set in the RegIrqFlags register, and then the message is read from First In First Out(FIFO) buffer.

namespace devMobile.IoT.SX127x.ReceiveTransmitInterrupt
{
...
   public sealed class SX127XDevice
   {
...
      public SX127XDevice(int busId, int chipSelectLine, int interruptPin, int resetPin)
      {
         var settings = new SpiConnectionSettings(busId, chipSelectLine)
         {
            ClockFrequency = 1000000,
            Mode = SpiMode.Mode0,// From SemTech docs pg 80 CPOL=0, CPHA=0
            SharingMode = SpiSharingMode.Shared
         };

         SX127XTransceiver = new SpiDevice(settings);

         GpioController gpioController = new GpioController();


         // Factory reset pin configuration
         gpioController.OpenPin(resetPin, PinMode.Output);

         gpioController.Write(resetPin, PinValue.Low);
         Thread.Sleep(20);
         gpioController.Write(resetPin, PinValue.High);
         Thread.Sleep(20);

         // Interrupt pin for RX message & TX done notification 
         gpioController.OpenPin(interruptPin, PinMode.InputPullDown);

         gpioController.RegisterCallbackForPinValueChangedEvent(interruptPin, PinEventTypes.Rising, InterruptGpioPin_ValueChanged);
      }
...
   }

      private void InterruptGpioPin_ValueChanged(object sender, PinValueChangedEventArgs e)
      {
         byte irqFlags = this.ReadByte(0x12); // RegIrqFlags
         Debug.WriteLine($"RegIrqFlags 0X{irqFlags:x2}");

         if ((irqFlags & 0b01000000) == 0b01000000)  // RxDone 
         {
            Debug.WriteLine("Receive-Message");
            byte currentFifoAddress = this.ReadByte(0x10); // RegFifiRxCurrent
            this.WriteByte(0x0d, currentFifoAddress); // RegFifoAddrPtr

            byte numberOfBytes = this.ReadByte(0x13); // RegRxNbBytes

            // Allocate buffer for message
            byte[] messageBytes = this.ReadBytes(0X0, numberOfBytes);

            // Remove unprintable characters from messages
            for (int index = 0; index < messageBytes.Length; index++)
            {
               if ((messageBytes[index] < 0x20) || (messageBytes[index] > 0x7E))
               {
                  messageBytes[index] = 0x20;
               }
            }

            string messageText = UTF8Encoding.UTF8.GetString(messageBytes, 0, messageBytes.Length);
            Debug.WriteLine($"Received {messageBytes.Length} byte message {messageText}");
         }

         if ((irqFlags & 0b00001000) == 0b00001000)  // TxDone
         {
            this.WriteByte(0x01, 0b10000101); // RegOpMode set LoRa & RxContinuous
            Debug.WriteLine("Transmit-Done");
         }

         this.WriteByte(0x40, 0b00000000); // RegDioMapping1 0b00000000 DI0 RxReady & TxReady
         this.WriteByte(0x12, 0xff);// RegIrqFlags
      }

   public class Program
   {
...
   #if NETDUINO3_WIFI
      private const int SpiBusId = 2;
#endif
...

      public static void Main()
      {
         int SendCount = 0;
...
#if NETDUINO3_WIFI
         // Arduino D10->PB10
         int chipSelectLine = PinNumber('B', 10);
         // Arduino D9->PE5
         int resetPinNumber = PinNumber('E', 5);
         // Arduino D2 -PA3
         int interruptPinNumber = PinNumber('A', 3);
#endif
...
  
       Debug.WriteLine("devMobile.IoT.SX127x.ReceiveTransmitInterrupt starting");

         try
         {
...
#if NETDUINO3_WIFI || ST_STM32F769I_DISCOVERY
            SX127XDevice sx127XDevice = new SX127XDevice(SpiBusId, chipSelectLine, interruptPinNumber, resetPinNumber);
#endif
            Thread.Sleep(500);

            // Put device into LoRa + Sleep mode
            sx127XDevice.WriteByte(0x01, 0b10000000); // RegOpMode 

            // Set the frequency to 915MHz
            byte[] frequencyWriteBytes = { 0xE4, 0xC0, 0x00 }; // RegFrMsb, RegFrMid, RegFrLsb
            sx127XDevice.WriteBytes(0x06, frequencyWriteBytes);

            // More power PA Boost
            sx127XDevice.WriteByte(0x09, 0b10000000); // RegPaConfig

            sx127XDevice.WriteByte(0x01, 0b10000101); // RegOpMode set LoRa & RxContinuous

            while (true)
            {
               // Set the Register Fifo address pointer
               sx127XDevice.WriteByte(0x0E, 0x00); // RegFifoTxBaseAddress 

               // Set the Register Fifo address pointer
               sx127XDevice.WriteByte(0x0D, 0x0); // RegFifoAddrPtr 

               string messageText = $"Hello LoRa {SendCount += 1}!";

               // load the message into the fifo
               byte[] messageBytes = UTF8Encoding.UTF8.GetBytes(messageText);
               sx127XDevice.WriteBytes(0x0, messageBytes); // RegFifo 

               // Set the length of the message in the fifo
               sx127XDevice.WriteByte(0x22, (byte)messageBytes.Length); // RegPayloadLength
               sx127XDevice.WriteByte(0x40, 0b01000000); // RegDioMapping1 0b00000000 DI0 RxReady & TxReady
               sx127XDevice.WriteByte(0x01, 0b10000011); // RegOpMode 

               Debug.WriteLine($"Sending {messageBytes.Length} bytes message {messageText}");

               Thread.Sleep(10000);
            }
         }
         catch (Exception ex)
         {
            Debug.WriteLine(ex.Message);
         }
      }
...
   }
}
ReceiveTransmitInterrupt application output

The ReceiveTransmitInterrupt application combines the functionality TransmitInterrupt and ReceiveInterrupt programs. The key differences are the RegDioMapping1 setup and in InterruptGpioPin_ValueChanged where the TxDone & RxDone flags in the RegIrqFlags register specify how the interrupt is handled.

.NET nanoFramework SX127X LoRa library Basic Receive & Transmit

For testing nanoFramework device transmit and receive functionality I used an Arduino/Seeeduino with a Dragino LoRa Shield (running one of the Arduino-LoRa samples) as a client device. This was so I could “bootstrap” connectivity and test interoperability with other libraries/platforms.

Arduino/Netduino devices for .NET nanoFramework interoperability test-rig

I started with transmit as I was confident my Seeeduino + Dragino LoRa Shield could receive messages. The TransmitBasic application puts the device into LoRa + Sleep mode as after reset/powering up the device is in FSK/OOK, Low Frequency + Standby mode).

SX127X RegOpMode options

After loading the message to be sent into the First In First Out(FIFO) buffer, the RegOpMode-Mode is set to Transmit(TX-011), and then the RegIrqFlags register is polled until the TxDone flag is set.

SX127X ReqIrqFlags options
public static void Main()
{
  int SendCount = 0;
...
  Debug.WriteLine("devMobile.IoT.SX127x.TransmitBasic starting");

   try
   {
...
#if NETDUINO3_WIFI || ST_STM32F769I_DISCOVERY
      SX127XDevice sx127XDevice = new SX127XDevice(SpiBusId, chipSelectLine, resetPinNumber);
#endif
     Thread.Sleep(500);

     // Put device into LoRa + Standby mode
     sx127XDevice.WriteByte(0x01, 0b10000000); // RegOpMode 

      // Set the frequency to 915MHz
      byte[] frequencyBytes = { 0xE4, 0xC0, 0x00 }; // RegFrMsb, RegFrMid, RegFrLsb
      sx127XDevice.WriteBytes(0x06, frequencyBytes);

      // More power PA Boost
      sx127XDevice.WriteByte(0x09, 0b10000000); // RegPaConfig

      sx127XDevice.RegisterDump();

      while (true)
      {
         sx127XDevice.WriteByte(0x0E, 0x0); // RegFifoTxBaseAddress 

         // Set the Register Fifo address pointer
         sx127XDevice.WriteByte(0x0D, 0x0); // RegFifoAddrPtr 

         string messageText = $"Hello LoRa from .NET nanoFramework {SendCount += 1}!";

         // load the message into the fifo
         byte[] messageBytes = UTF8Encoding.UTF8.GetBytes(messageText);
         sx127XDevice.WriteBytes(0x0, messageBytes); // RegFifo

         // Set the length of the message in the fifo
         sx127XDevice.WriteByte(0x22, (byte)messageBytes.Length); // RegPayloadLength

         Debug.WriteLine($"Sending {messageBytes.Length} bytes message {messageText}");
         // Set the mode to LoRa + Transmit
         sx127XDevice.WriteByte(0x01, 0b10000011); // RegOpMode 

         // Wait until send done, no timeouts in PoC
         Debug.WriteLine("Send-wait");
         byte irqFlags = sx127XDevice.ReadByte(0x12); // RegIrqFlags
         while ((irqFlags & 0b00001000) == 0)  // wait until TxDone cleared
         {
            Thread.Sleep(10);
            irqFlags = sx127XDevice.ReadByte(0x12); // RegIrqFlags
            Debug.Write(".");
         }
         Debug.WriteLine("");
         sx127XDevice.WriteByte(0x12, 0b00001000); // clear TxDone bit
         Debug.WriteLine("Send-Done");

         Thread.Sleep(30000);
         }
      }
      catch (Exception ex)
      {
         Debug.WriteLine(ex.Message);
      }
   }
}
Transmit Basic application output

Once the TransmitBasic application was sending messages reliably I started working on the ReceiveBasic application. As the ReceiveBasic application starts up the SX127X RegOpMode has to be set to sleep/standby so the device can be configured. TOnce that is completed RegOpMode-Mode is set to RxContinuous(101), and the RegIrqFlags register is polled until the RxDone flag is set.

public static void Main()
{
...
   Debug.WriteLine("devMobile.IoT.SX127x.ReceiveBasic starting");

   try
   {
...
#if NETDUINO3_WIFI || ST_STM32F769I_DISCOVERY
      SX127XDevice sx127XDevice = new SX127XDevice(SpiBusId, chipSelectLine, resetPinNumber);
#endif
      Thread.Sleep(500);

      // Put device into LoRa + Sleep mode
      sx127XDevice.WriteByte(0x01, 0b10000000); // RegOpMode 

      // Set the frequency to 915MHz
      byte[] frequencyBytes = { 0xE4, 0xC0, 0x00 }; // RegFrMsb, RegFrMid, RegFrLsb
      sx127XDevice.WriteBytes(0x06, frequencyBytes);

      sx127XDevice.WriteByte(0x0F, 0x0); // RegFifoRxBaseAddress 

      sx127XDevice.WriteByte(0x01, 0b10000101); // RegOpMode set LoRa & RxContinuous

       while (true)
       {
          // Wait until a packet is received, no timeouts in PoC
         Debug.WriteLine("Receive-Wait");
         byte irqFlags = sx127XDevice.ReadByte(0x12); // RegIrqFlags
         while ((irqFlags & 0b01000000) == 0)  // wait until RxDone cleared
         {
            Thread.Sleep(100);
            irqFlags = sx127XDevice.ReadByte(0x12); // RegIrqFlags
            Debug.Write(".");
         }
         Debug.WriteLine("");
         Debug.WriteLine($"RegIrqFlags 0X{irqFlags:X2}");
         Debug.WriteLine("Receive-Message");
         byte currentFifoAddress = sx127XDevice.ReadByte(0x10); // RegFifiRxCurrent
         sx127XDevice.WriteByte(0x0d, currentFifoAddress); // RegFifoAddrPtr

         byte numberOfBytes = sx127XDevice.ReadByte(0x13); // RegRxNbBytes

         // Read the message from the FIFO
         byte[] messageBytes = sx127XDevice.ReadBytes(0x00, numberOfBytes);

         sx127XDevice.WriteByte(0x0d, 0);
         sx127XDevice.WriteByte(0x12, 0b11111111); // RegIrqFlags clear all the bits

         // Remove unprintable characters from messages
         for (int index = 0; index < messageBytes.Length; index++)
         {
            if ((messageBytes[index] < 0x20) || (messageBytes[index] > 0x7E))
            {
               messageBytes[index] = 0x20;
            }
         }

         string messageText = UTF8Encoding.UTF8.GetString(messageBytes, 0, messageBytes.Length);
         Debug.WriteLine($"Received {messageBytes.Length} byte message {messageText}");

         Debug.WriteLine("Receive-Done");
      }
    }
   catch (Exception ex)
   {
      Debug.WriteLine(ex.Message);
   }
}
Receive Basic application output

Every so often the ReceiveBasic application would display a message sent on the same frequency by a device somewhere nearby.

ReceiveBasic application messages from unknown source

I need to do some more investigation into whether writing 0b00001000 (Transmit) vs. 0b11111111(Receive) to RegIrqFlags is important.

.NET nanoFramework SX127X LoRa library Read & Write

Now that I could reliably dump all the Dragino shield registers I wanted to be able to configure the Semtech 127X device and reset it back to factory settings. A factory reset is done by strobing the SX127X reset pin.

SX127X Reset timing diagram

SX127X Reset process

To support this I added a constructor with an additional parameter for the reset General Purpose Input Output(GPIO) pin number to the SX127XDevice class. The original constructor was retained as the SX127X reset pin is not connected on the SparkFun LoRa Gateway-1-Channel (ESP32) and a limited number of other devices.

namespace devMobile.IoT.SX127x.RegisterReadAndWrite
{
   using System;
   using System.Diagnostics;
   using System.Threading;

   using System.Device.Gpio;
   using System.Device.Spi;

#if ESP32_WROOM_32_LORA_1_CHANNEL
   using nanoFramework.Hardware.Esp32;
#endif

   public sealed class SX127XDevice
   {
      private const byte RegisterAddressMinimum = 0X0;
      private const byte RegisterAddressMaximum = 0x42;
      private const byte RegisterAddressReadMask = 0X7f;
      private const byte RegisterAddressWriteMask = 0x80;

      private readonly SpiDevice SX127XTransceiver;

      public SX127XDevice(int busId, int chipSelectLine, int resetPin)
      {
         var settings = new SpiConnectionSettings(busId, chipSelectLine)
         {
            ClockFrequency = 1000000,
            Mode = SpiMode.Mode0,// From SemTech docs pg 80 CPOL=0, CPHA=0
            SharingMode = SpiSharingMode.Shared
         };

         SX127XTransceiver = new SpiDevice(settings);

         // Factory reset pin configuration
         GpioController gpioController = new GpioController();
         gpioController.OpenPin(resetPin, PinMode.Output);

         gpioController.Write(resetPin, PinValue.Low);
         Thread.Sleep(20);
         gpioController.Write(resetPin, PinValue.High);
         Thread.Sleep(20);
      }

      public SX127XDevice(int busId, int chipSelectLine)
      {
         var settings = new SpiConnectionSettings(busId, chipSelectLine)
         {
            ClockFrequency = 1000000,
            Mode = SpiMode.Mode0,// From SemTech docs pg 80 CPOL=0, CPHA=0
            SharingMode = SpiSharingMode.Shared,
         };

         SX127XTransceiver = new SpiDevice(settings);
      }

      public Byte ReadByte(byte registerAddress)
      {
         byte[] writeBuffer = new byte[] { registerAddress &= RegisterAddressReadMask, 0x0 };
         byte[] readBuffer = new byte[writeBuffer.Length];

         SX127XTransceiver.TransferFullDuplex(writeBuffer, readBuffer);

         return readBuffer[1];
      }

      public ushort ReadWord(byte address)
      {
         byte[] writeBuffer = new byte[] { address &= RegisterAddressReadMask, 0x0, 0x0 };
         byte[] readBuffer = new byte[writeBuffer.Length];

         SX127XTransceiver.TransferFullDuplex(writeBuffer, readBuffer);

         return (ushort)(readBuffer[2] + (readBuffer[1] << 8));
      }

      public ushort ReadWordMsbLsb(byte address)
      {
         byte[] writeBuffer = new byte[] { address &= RegisterAddressReadMask, 0x0, 0x0 };
         byte[] readBuffer = new byte[writeBuffer.Length];

         SX127XTransceiver.TransferFullDuplex(writeBuffer, readBuffer);

         return (ushort)((readBuffer[1] << 8) + readBuffer[2]);
      }

      public byte[] ReadBytes(byte address, byte length)
      {
         byte[] writeBuffer = new byte[length + 1];
         byte[] readBuffer = new byte[writeBuffer.Length];
         byte[] replyBuffer = new byte[length];

         writeBuffer[0] = address &= RegisterAddressReadMask;

         SX127XTransceiver.TransferFullDuplex(writeBuffer, readBuffer);

         Array.Copy(readBuffer, 1, replyBuffer, 0, length);

         return replyBuffer;
      }

      public void WriteByte(byte address, byte value)
      {
         byte[] writeBuffer = new byte[] { address |= RegisterAddressWriteMask, value };
         byte[] readBuffer = new byte[writeBuffer.Length];

         SX127XTransceiver.TransferFullDuplex(writeBuffer, readBuffer);
      }

      public void WriteWord(byte address, ushort value)
      {
         byte[] valueBytes = BitConverter.GetBytes(value);
         byte[] writeBuffer = new byte[] { address |= RegisterAddressWriteMask, valueBytes[0], valueBytes[1] };
         byte[] readBuffer = new byte[writeBuffer.Length];

         SX127XTransceiver.TransferFullDuplex(writeBuffer, readBuffer);
      }

      public void WriteWordMsbLsb(byte address, ushort value)
      {
         byte[] valueBytes = BitConverter.GetBytes(value);
         byte[] writeBuffer = new byte[] { address |= RegisterAddressWriteMask, valueBytes[1], valueBytes[0] };
         byte[] readBuffer = new byte[writeBuffer.Length];

         SX127XTransceiver.TransferFullDuplex(writeBuffer, readBuffer);
      }

      public void WriteBytes(byte address, byte[] bytes)
      {
         byte[] writeBuffer = new byte[1 + bytes.Length];
         byte[] readBuffer = new byte[writeBuffer.Length];

         Array.Copy(bytes, 0, writeBuffer, 1, bytes.Length);
         writeBuffer[0] = address |= RegisterAddressWriteMask;

         SX127XTransceiver.TransferFullDuplex(writeBuffer, readBuffer);
      }

      public void RegisterDump()
      {
         Debug.WriteLine("Register dump");
         for (byte registerIndex = RegisterAddressMinimum; registerIndex <= RegisterAddressMaximum; registerIndex++)
         {
            byte registerValue = this.ReadByte(registerIndex);

            Debug.WriteLine($"Register 0x{registerIndex:x2} - Value 0X{registerValue:x2}");
         }

         Debug.WriteLine("");
      }
   }

   public class Program
   {
#if ESP32_WROOM_32_LORA_1_CHANNEL
      private const int SpiBusId = 1;
#endif
#if NETDUINO3_WIFI
      private const int SpiBusId = 2;
#endif
#if ST_STM32F769I_DISCOVERY
      private const int SpiBusId = 2;
#endif


      public static void Main()
      {
         byte[] frequencyBytes;
#if ESP32_WROOM_32_LORA_1_CHANNEL // No reset line for this device as it isn't connected on SX127X
         int chipSelectLine = Gpio.IO16;
#endif
#if NETDUINO3_WIFI
         // Arduino D10->PB10
         int chipSelectLine = PinNumber('B', 10);
         // Arduino D9->PE5
         int resetPinNumber = PinNumber('E', 5);
#endif
#if ST_STM32F769I_DISCOVERY
         // Arduino D10->PA11
         int chipSelectLine = PinNumber('A', 11);
         // Arduino D9->PH6
         int resetPinNumber = PinNumber('H', 6);
#endif

         Debug.WriteLine("devMobile.IoT.SX127x.RegisterReadAndWrite starting");

         try
         {
#if ESP32_WROOM_32_LORA_1_CHANNEL
            Configuration.SetPinFunction(Gpio.IO12, DeviceFunction.SPI1_MISO);
            Configuration.SetPinFunction(Gpio.IO13, DeviceFunction.SPI1_MOSI);
            Configuration.SetPinFunction(Gpio.IO14, DeviceFunction.SPI1_CLOCK);

            SX127XDevice sx127XDevice = new SX127XDevice(SpiBusId, chipSelectLine);
#endif
#if NETDUINO3_WIFI || ST_STM32F769I_DISCOVERY
            SX127XDevice sx127XDevice = new SX127XDevice(SpiBusId, chipSelectLine, resetPinNumber);
#endif
            Thread.Sleep(500);

            sx127XDevice.RegisterDump();

            while (true)
            {
               Debug.WriteLine("Read RegOpMode (read byte)");
               Byte regOpMode1 = sx127XDevice.ReadByte(0x1);
               Debug.WriteLine($"RegOpMode 0x{regOpMode1:x2}");

               Debug.WriteLine("Set LoRa mode and sleep mode (write byte)");
               sx127XDevice.WriteByte(0x01, 0b10000000);

               Debug.WriteLine("Read RegOpMode (read byte)");
               Byte regOpMode2 = sx127XDevice.ReadByte(0x1);
               Debug.WriteLine($"RegOpMode 0x{regOpMode2:x2}");

               Debug.WriteLine("Read the preamble (read word)");
               ushort preamble = sx127XDevice.ReadWord(0x20);
               Debug.WriteLine($"Preamble 0x{preamble:x2}");

	            Console.WriteLine("Read the preamble (read word)"); // Should be 0x08
			      preamble = sx127XDevice.ReadWordMsbLsb(0x20);
               Debug.WriteLine($"Preamble 0x{preamble:x2}");

               Debug.WriteLine("Read the centre frequency (read byte array)");
               frequencyBytes = sx127XDevice.ReadBytes(0x06, 3);
               Debug.WriteLine($"Frequency Msb 0x{frequencyBytes[0]:x2} Mid 0x{frequencyBytes[1]:x2} Lsb 0x{frequencyBytes[2]:x2}");

               Debug.WriteLine("Set the centre frequency to 915MHz (write byte array)");
               byte[] frequencyWriteBytes = { 0xE4, 0xC0, 0x00 };
               sx127XDevice.WriteBytes(0x06, frequencyWriteBytes);

               Debug.WriteLine("Read the centre frequency (read byte array)");
               frequencyBytes = sx127XDevice.ReadBytes(0x06, 3);
               Debug.WriteLine($"Frequency Msb 0x{frequencyBytes[0]:x2} Mid 0x{frequencyBytes[1]:x2} Lsb 0x{frequencyBytes[2]:x2}");

               sx127XDevice.RegisterDump();

               Thread.Sleep(30000);
            }
         }
         catch (Exception ex)
         {
            Debug.WriteLine(ex.Message);
         }
      }

#if NETDUINO3_WIFI || ST_STM32F769I_DISCOVERY
      static int PinNumber(char port, byte pin)
      {
         if (port < 'A' || port > 'J')
            throw new ArgumentException();

         return ((port - 'A') * 16) + pin;
      }
#endif
   }
}

The PinNumber helper is more user friendly that the raw numbers and is “inspired” by sample .NET nanoFramework General Purpose Input Output(GPIO) sample code.

Each method was tested by read/writing suitable register(s) in the device configuration (Needed to set it into LoRa mode first).

The next step is to extract the Serial Peripheral Interface(SPI) register access functionality into a module and configure the bare minimum of settings required to get the SX127X to receive and transmit messages.