Buckets:
| using System; | |
| using System.Collections.Generic; | |
| using System.Linq; | |
| using System.Threading; | |
| using System.Threading.Tasks; | |
| using Microsoft.Extensions.Logging; | |
| using static BlockchainNetworkAnalyzer.App; | |
| namespace BlockchainNetworkAnalyzer.Core.Services | |
| { | |
| /// <summary> | |
| /// Advanced electromagnetic and radio frequency detection service for cryptocurrency miners | |
| /// </summary> | |
| public class ElectromagneticDetectionService : IDisposable | |
| { | |
| private readonly ILogger<ElectromagneticDetectionService> _logger; | |
| private CancellationTokenSource _cancellationTokenSource; | |
| private bool _isScanning; | |
| private readonly List<MinerSignal> _detectedSignals = new List<MinerSignal>(); | |
| private readonly MinerFrequencyDatabase _frequencyDatabase; | |
| public event EventHandler<MinerSignalDetectedEventArgs> SignalDetected; | |
| public event EventHandler<ScanProgressEventArgs> ScanProgress; | |
| public ElectromagneticDetectionService() | |
| { | |
| _logger = App.LoggerFactory.CreateLogger<ElectromagneticDetectionService>(); | |
| _frequencyDatabase = new MinerFrequencyDatabase(); | |
| InitializeFrequencyDatabase(); | |
| } | |
| private void InitializeFrequencyDatabase() | |
| { | |
| // Load known miner frequency signatures | |
| _frequencyDatabase.LoadMinerFrequencies(); | |
| } | |
| /// <summary> | |
| /// Start continuous scanning for miner electromagnetic signatures | |
| /// </summary> | |
| public async Task StartScanningAsync(int scanDurationSeconds = 60) | |
| { | |
| if (_isScanning) | |
| { | |
| _logger.LogWarning("Scan already in progress"); | |
| return; | |
| } | |
| _isScanning = true; | |
| _cancellationTokenSource = new CancellationTokenSource(); | |
| _detectedSignals.Clear(); | |
| try | |
| { | |
| _logger.LogInformation("Starting electromagnetic scan for miners..."); | |
| var startTime = DateTime.Now; | |
| var endTime = startTime.AddSeconds(scanDurationSeconds); | |
| // Multi-threaded scanning for different frequency ranges | |
| var scanTasks = new List<Task> | |
| { | |
| ScanRadioFrequencyRange(50.0, 200.0, _cancellationTokenSource.Token), // Low frequency range | |
| ScanRadioFrequencyRange(200.0, 500.0, _cancellationTokenSource.Token), // Mid frequency range | |
| ScanRadioFrequencyRange(500.0, 1000.0, _cancellationTokenSource.Token), // High frequency range | |
| ScanElectromagneticField(_cancellationTokenSource.Token), | |
| ScanPowerLineNoise(_cancellationTokenSource.Token) | |
| }; | |
| // Monitor scan progress | |
| var progressTask = MonitorScanProgress(startTime, endTime, _cancellationTokenSource.Token); | |
| await Task.WhenAll(scanTasks); | |
| await progressTask; | |
| _logger.LogInformation($"Scan completed. Detected {_detectedSignals.Count} miner signals"); | |
| } | |
| catch (Exception ex) | |
| { | |
| _logger.LogError(ex, "Error during electromagnetic scan"); | |
| } | |
| finally | |
| { | |
| _isScanning = false; | |
| } | |
| } | |
| private async Task ScanRadioFrequencyRange(double minFreq, double maxFreq, CancellationToken cancellationToken) | |
| { | |
| await Task.Run(async () => | |
| { | |
| try | |
| { | |
| while (!cancellationToken.IsCancellationRequested) | |
| { | |
| // Simulate RF scanning - in production, would use actual RF hardware APIs | |
| var detectedFreq = await ScanFrequencyRangeAsync(minFreq, maxFreq); | |
| if (detectedFreq != null && _frequencyDatabase.IsMinerFrequency(detectedFreq.Frequency)) | |
| { | |
| var minerSignal = new MinerSignal | |
| { | |
| Frequency = detectedFreq.Frequency, | |
| Amplitude = detectedFreq.Amplitude, | |
| SignalType = SignalType.RadioFrequency, | |
| Timestamp = DateTime.Now, | |
| SignalStrength = CalculateSignalStrength(detectedFreq.Amplitude), | |
| Confidence = _frequencyDatabase.GetConfidence(detectedFreq.Frequency) | |
| }; | |
| // Estimate distance based on signal strength | |
| minerSignal.EstimatedDistance = EstimateDistance(minerSignal.SignalStrength, minerSignal.Frequency); | |
| lock (_detectedSignals) | |
| { | |
| _detectedSignals.Add(minerSignal); | |
| } | |
| OnSignalDetected(new MinerSignalDetectedEventArgs(minerSignal)); | |
| } | |
| await Task.Delay(100, cancellationToken); | |
| } | |
| } | |
| catch (OperationCanceledException) | |
| { | |
| // Expected when cancelled | |
| } | |
| catch (Exception ex) | |
| { | |
| _logger.LogError(ex, $"Error scanning RF range {minFreq}-{maxFreq} MHz"); | |
| } | |
| }, cancellationToken); | |
| } | |
| private async Task ScanElectromagneticField(CancellationToken cancellationToken) | |
| { | |
| await Task.Run(async () => | |
| { | |
| try | |
| { | |
| while (!cancellationToken.IsCancellationRequested) | |
| { | |
| // Detect electromagnetic field variations | |
| var emField = await DetectEMFieldAsync(); | |
| if (emField != null && IsMinerEMSignature(emField)) | |
| { | |
| var minerSignal = new MinerSignal | |
| { | |
| SignalType = SignalType.ElectromagneticField, | |
| Timestamp = DateTime.Now, | |
| EMFieldStrength = emField.Strength, | |
| Frequency = emField.DominantFrequency, | |
| SignalStrength = CalculateEMSignalStrength(emField.Strength), | |
| Confidence = 0.85, | |
| EstimatedDistance = EstimateDistanceFromEM(emField.Strength) | |
| }; | |
| lock (_detectedSignals) | |
| { | |
| _detectedSignals.Add(minerSignal); | |
| } | |
| OnSignalDetected(new MinerSignalDetectedEventArgs(minerSignal)); | |
| } | |
| await Task.Delay(50, cancellationToken); | |
| } | |
| } | |
| catch (OperationCanceledException) { } | |
| catch (Exception ex) | |
| { | |
| _logger.LogError(ex, "Error scanning electromagnetic field"); | |
| } | |
| }, cancellationToken); | |
| } | |
| private async Task ScanPowerLineNoise(CancellationToken cancellationToken) | |
| { | |
| await Task.Run(async () => | |
| { | |
| try | |
| { | |
| while (!cancellationToken.IsCancellationRequested) | |
| { | |
| // Detect power line noise patterns characteristic of miners | |
| var powerNoise = await DetectPowerLineNoiseAsync(); | |
| if (powerNoise != null && _frequencyDatabase.MatchesMinerPowerSignature(powerNoise)) | |
| { | |
| var minerSignal = new MinerSignal | |
| { | |
| SignalType = SignalType.PowerLineNoise, | |
| Timestamp = DateTime.Now, | |
| Frequency = powerNoise.DominantFrequency, | |
| SignalStrength = powerNoise.NoiseLevel, | |
| Confidence = 0.75, | |
| EstimatedDistance = EstimateDistanceFromPowerNoise(powerNoise.NoiseLevel) | |
| }; | |
| lock (_detectedSignals) | |
| { | |
| _detectedSignals.Add(minerSignal); | |
| } | |
| OnSignalDetected(new MinerSignalDetectedEventArgs(minerSignal)); | |
| } | |
| await Task.Delay(200, cancellationToken); | |
| } | |
| } | |
| catch (OperationCanceledException) { } | |
| catch (Exception ex) | |
| { | |
| _logger.LogError(ex, "Error scanning power line noise"); | |
| } | |
| }, cancellationToken); | |
| } | |
| private async Task<FrequencyReading> ScanFrequencyRangeAsync(double minFreq, double maxFreq) | |
| { | |
| // In production, this would interface with RF hardware | |
| // For now, simulate detection of known miner frequencies | |
| await Task.Delay(10); // Simulate scan time | |
| var knownFrequencies = _frequencyDatabase.GetKnownFrequenciesInRange(minFreq, maxFreq); | |
| if (knownFrequencies.Any()) | |
| { | |
| var freq = knownFrequencies.First(); | |
| // Simulate signal detection | |
| var random = new Random(); | |
| var amplitude = 50 + random.NextDouble() * 50; // Random amplitude 50-100 | |
| return new FrequencyReading | |
| { | |
| Frequency = freq, | |
| Amplitude = amplitude, | |
| Phase = random.NextDouble() * 2 * Math.PI | |
| }; | |
| } | |
| return null; | |
| } | |
| private async Task<EMFieldReading> DetectEMFieldAsync() | |
| { | |
| await Task.Delay(10); | |
| // Simulate EM field detection | |
| // In production, would use magnetometer APIs | |
| var random = new Random(); | |
| if (random.NextDouble() > 0.9) // 10% chance of detection | |
| { | |
| return new EMFieldReading | |
| { | |
| Strength = 10 + random.NextDouble() * 90, | |
| DominantFrequency = 100 + random.NextDouble() * 400 | |
| }; | |
| } | |
| return null; | |
| } | |
| private async Task<PowerNoiseReading> DetectPowerLineNoiseAsync() | |
| { | |
| await Task.Delay(20); | |
| // Simulate power line noise detection | |
| var random = new Random(); | |
| if (random.NextDouble() > 0.85) // 15% chance | |
| { | |
| return new PowerNoiseReading | |
| { | |
| NoiseLevel = 20 + random.NextDouble() * 80, | |
| DominantFrequency = 50 + random.NextDouble() * 200, // 50-250 Hz typical | |
| HarmonicPattern = GenerateHarmonicPattern() | |
| }; | |
| } | |
| return null; | |
| } | |
| private bool IsMinerEMSignature(EMFieldReading reading) | |
| { | |
| // Check if EM field pattern matches known miner signatures | |
| return _frequencyDatabase.MatchesEMSignature(reading.DominantFrequency, reading.Strength); | |
| } | |
| private double CalculateSignalStrength(double amplitude) | |
| { | |
| // Convert amplitude to signal strength (0-100) | |
| return Math.Min(100, amplitude); | |
| } | |
| private double CalculateEMSignalStrength(double fieldStrength) | |
| { | |
| return Math.Min(100, fieldStrength); | |
| } | |
| private double EstimateDistance(double signalStrength, double frequency) | |
| { | |
| // Estimate distance based on signal strength and frequency | |
| // Using free-space path loss model: L = 20*log10(d) + 20*log10(f) + 32.44 | |
| // Simplified: distance ≈ 10^((32.44 + 20*log10(f) - signalLoss)/20) | |
| var signalLoss = 100 - signalStrength; // dB | |
| var distanceKm = Math.Pow(10, (32.44 + 20 * Math.Log10(frequency) - signalLoss) / 20); | |
| // Convert to meters and clamp to reasonable range | |
| var distanceM = Math.Max(1, Math.Min(10000, distanceKm * 1000)); | |
| return distanceM; | |
| } | |
| private double EstimateDistanceFromEM(double fieldStrength) | |
| { | |
| // Inverse square law: field strength ∝ 1/distance² | |
| // distance ≈ sqrt(constant / fieldStrength) | |
| var constant = 10000; // Calibration constant | |
| return Math.Sqrt(constant / Math.Max(1, fieldStrength)); | |
| } | |
| private double EstimateDistanceFromPowerNoise(double noiseLevel) | |
| { | |
| // Similar estimation for power line noise | |
| var constant = 5000; | |
| return Math.Sqrt(constant / Math.Max(1, noiseLevel)); | |
| } | |
| private double[] GenerateHarmonicPattern() | |
| { | |
| // Generate harmonic pattern typical of miner power consumption | |
| return new double[] { 50, 100, 150, 200, 250 }; // 50Hz harmonics | |
| } | |
| private async Task MonitorScanProgress(DateTime startTime, DateTime endTime, CancellationToken cancellationToken) | |
| { | |
| while (!cancellationToken.IsCancellationRequested && DateTime.Now < endTime) | |
| { | |
| var elapsed = (DateTime.Now - startTime).TotalSeconds; | |
| var total = (endTime - startTime).TotalSeconds; | |
| var progress = (elapsed / total) * 100; | |
| OnScanProgress(new ScanProgressEventArgs | |
| { | |
| Progress = (int)progress, | |
| SignalsDetected = _detectedSignals.Count, | |
| Message = $"Scanning... {_detectedSignals.Count} signals detected" | |
| }); | |
| await Task.Delay(1000, cancellationToken); | |
| } | |
| } | |
| public void StopScanning() | |
| { | |
| _cancellationTokenSource?.Cancel(); | |
| _isScanning = false; | |
| } | |
| public List<MinerSignal> GetDetectedSignals() | |
| { | |
| lock (_detectedSignals) | |
| { | |
| return new List<MinerSignal>(_detectedSignals); | |
| } | |
| } | |
| protected virtual void OnSignalDetected(MinerSignalDetectedEventArgs e) | |
| { | |
| SignalDetected?.Invoke(this, e); | |
| } | |
| protected virtual void OnScanProgress(ScanProgressEventArgs e) | |
| { | |
| ScanProgress?.Invoke(this, e); | |
| } | |
| public void Dispose() | |
| { | |
| StopScanning(); | |
| _cancellationTokenSource?.Dispose(); | |
| } | |
| } | |
| // Supporting classes and enums | |
| public enum SignalType | |
| { | |
| RadioFrequency, | |
| ElectromagneticField, | |
| PowerLineNoise, | |
| Acoustic, | |
| Ultrasonic | |
| } | |
| public class MinerSignal | |
| { | |
| public SignalType SignalType { get; set; } | |
| public double Frequency { get; set; } // Hz or MHz depending on type | |
| public double Amplitude { get; set; } | |
| public double SignalStrength { get; set; } // 0-100 | |
| public double Confidence { get; set; } // 0-1 | |
| public double EstimatedDistance { get; set; } // meters | |
| public DateTime Timestamp { get; set; } | |
| public double? EMFieldStrength { get; set; } | |
| public string MinerType { get; set; } | |
| public double? Bearing { get; set; } // Direction in degrees (0-360) | |
| public double? Elevation { get; set; } // Vertical angle | |
| } | |
| public class MinerSignalDetectedEventArgs : EventArgs | |
| { | |
| public MinerSignal Signal { get; } | |
| public MinerSignalDetectedEventArgs(MinerSignal signal) | |
| { | |
| Signal = signal; | |
| } | |
| } | |
| public class ScanProgressEventArgs : EventArgs | |
| { | |
| public int Progress { get; set; } | |
| public int SignalsDetected { get; set; } | |
| public string Message { get; set; } | |
| } | |
| public class FrequencyReading | |
| { | |
| public double Frequency { get; set; } | |
| public double Amplitude { get; set; } | |
| public double Phase { get; set; } | |
| } | |
| public class EMFieldReading | |
| { | |
| public double Strength { get; set; } | |
| public double DominantFrequency { get; set; } | |
| } | |
| public class PowerNoiseReading | |
| { | |
| public double NoiseLevel { get; set; } | |
| public double DominantFrequency { get; set; } | |
| public double[] HarmonicPattern { get; set; } | |
| } | |
| } | |
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- 17 kB
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