SDR/.history/service/service_20250421172247.py

import json
import uhd
import numpy as np
import threading

from dto.response_dto import ResponseDTO
from model.surveillance_radar import SurveillanceRadar
from model.jammer_radar import JammerRadar
from algo.jamming_signal_algo import JammingSignalAlgo
from algo.anti_jamming_signal_algo import AntiJammingSignalAlgo

# 定义一组通道常量
CHANNEL_1 = 0
CHANNEL_2 = 1
CHANNEL_3 = 2
CHANNEL_4 = 3

# 定义干扰、抗干扰策略集合，确保集合中的元素为合法的字符串常量
JAMMING_POLICY = {
    "噪声调频", "噪声调幅", "噪声直放", "速度多假目标", "距离多假目标"
}
ANTI_JAMMING_POLICY = {
    "频率捷变", "波形捷变", # 作用于发射端
     "自适应极化滤波" # 作用于接收端
}


class Service:
    usrp = None  # 静态类变量
    status = 0  # 静态类变量
    surveillance_radar = None  # 侦查雷达实例
    jammer_radar = None  # 干扰雷达实例
    _rlock = threading.RLock()  # 可重入锁

    @staticmethod
    def initialize_usrp():
        with Service._rlock:
            Service.get_sdr_status()
            if Service.status == 1:
                print('USRP设备已经初始化')
                return ResponseDTO.SUCCESS({"status": Service.status}).to_json()
            try:
                Service.usrp = uhd.usrp.MultiUSRP()
                print('------SDR Devices initialize success！------')
                Service.surveillance_radar = SurveillanceRadar(Service.usrp, rx=CHANNEL_1, tx=CHANNEL_1)
                Service.jammer_radar = JammerRadar(Service.usrp, rx=CHANNEL_2, tx=CHANNEL_2)
                Service.status = 1
                return ResponseDTO.SUCCESS({"status": Service.status}).to_json()
            except Exception as e:
                print('SDR设备异常', e)
                Service.status = 0  # 初始化失败，状态置为0
                return ResponseDTO.ERROR_MS_DATA('SDR设备异常', {"status": Service.status, "Error": str(e)}).to_json()

    @staticmethod
    def get_sdr_status():
        with Service._rlock:
            if Service.status == 0:
                return ResponseDTO.ERROR_MS_DATA('SDR设备异常',{"status": Service.status, "Error": "SDR设备未初始化"}).to_json()
            try:
                samples = Service.usrp.recv_num_samps(1, 100e6, 1e6, [0], 50)
                if samples is None:
                    Service.status = 0  # 获取状态失败，状态置为0
                else:
                    Service.status = 1
                return ResponseDTO.SUCCESS({"status": Service.status}).to_json()
            except Exception as e:
                print('SDR设备异常', e)
                Service.status = 0  # 获取状态失败，状态置为0
                Service.usrp = None  # 重置USRP对象
                return ResponseDTO.ERROR_MS_DATA('SDR设备异常', {"status": Service.status, "Error": str(e)}).to_json()


    @staticmethod
    def data(payload):
        # 使用已初始化的雷达实例
        surveillance_radar = Service.surveillance_radar
        jammer_radar = Service.jammer_radar
        
        jamming_policy = payload.get('jamming_policy')
        anti_jamming_policy = payload.get('anti_jamming_policy')
        # 判断策略是否合法
        if jamming_policy not in JAMMING_POLICY or anti_jamming_policy not in ANTI_JAMMING_POLICY:
            return ResponseDTO.ERROR_MS_DATA('策略不合法', {"status": Service.status, "Error": "策略不合法"}).to_json()
        # 打印对应策略
        print(' jamming_policy:', jamming_policy)
        print(' anti_jamming_policy:', anti_jamming_policy)
        # 根据策略选择算法
        jam_algorithm = Service._get_jamming_algorithm_method(jamming_policy)
        anti_jam_algorithm = Service._get_anti_jamming_algorithm(anti_jamming_policy, 'rx')

        # 1. 应用发射端抗干扰算法（波形/频率捷变）
        tx_original = np.random.randn(100)
        if anti_jamming_policy in {"波形捷变", "频率捷变"}:
            tx_processed = surveillance_radar.process_transmit_signal(
                tx_signal=tx_original,
                algorithm=Service._get_tx_algorithm_method(anti_jamming_policy),
                sample_rate=1e6
            )
        else:
            tx_processed = tx_original
        
        # 2. 发送经过处理的发射信号
        tx_signal = surveillance_radar.send_signal(
            tx_signal=tx_processed,
            duration=0.1,
            center_freq=100e6,
            sample_rate=1e6,
            gain=20
        )
        
        # 4. 干扰雷达生成干扰
        jammed_signal = jammer_radar.execute_jamming(
            algorithm=jam_algorithm,
            bandwidth=100e6,
            sample_rate=1e6,
            duration=0.1,
            gain=20
        ) if jam_algorithm else tx_signal
        
        # 3. 独立接收原始信号
        rx_original = surveillance_radar.recv_signal(
            num_samples=100,
            sample_rate=1e6,
            center_freq=100e6
        )
        
        # 接收端抗干扰处理（仅限接收端策略）
        processed_signal = rx_original
        if anti_jam_algorithm:
            processed_signal = surveillance_radar.execute_anti_jamming(
                rx_signal=rx_original,
                algorithm=anti_jam_algorithm,
                sample_rate=1e6,
                polarization_params={'angle': 45, 'ellipticity': 0.5}
            )
        
        # 类型检查并转换复数信号为实数
        if np.iscomplexobj(processed_signal):
            processed_signal = np.real(processed_signal)
        if np.iscomplexobj(jammed_signal):
            jammed_signal = np.real(jammed_signal)
        
        # 返回结果
        return ResponseDTO.SUCCESS({"jamming_signal": np.real(jammed_signal).tolist(),
                                    "anti_jamming_signal": np.real(processed_signal).tolist()).to_json()

    @staticmethod
    def send():
        try:
            # 设置中心频率、采样率和增益
            center_freq = 100e6  # 2.4 GHz
            sample_rate = 1e6  # 1 MS/s
            duration = 10  # 以秒为单位
            gain = 20  # [dB] 建议一开始设置小一点，按照实际情况调整
            # 生成发送信号
            num_samples = 100
            tx_signal = np.random.randn(num_samples) + 0.1j * np.random.randn(num_samples)  # 修复部分

            # 发送信号
            Service.usrp.send_waveform(tx_signal, duration, center_freq, sample_rate, [0], gain)

            # 接收信号
            rx_signal = Service.usrp.recv_num_samps(num_samples, center_freq, sample_rate)
            print('信号已发送:')
            print(rx_signal)
            print('信号已接收')
        except Exception as e:
            print('发送或接收信号异常', e)
            Service.status = 0  # 发送或接收信号失败，状态置为0
            Service.usrp = None  # 重置USRP对象

    @staticmethod
    def _get_jamming_algorithm_method(policy: str) -> callable:
        # 干扰算法映射
        jam_algorithm_map = {
            "噪声调频": JammingSignalAlgo.frequency_modulation,
            "噪声调幅": JammingSignalAlgo.amplitude_modulation,
            "噪声直放": JammingSignalAlgo.repeater_jamming,
            "速度多假目标": JammingSignalAlgo.velocity_deception,
            "距离多假目标": JammingSignalAlgo.range_deception
        }
        return jam_algorithm_map.get(policy)

    @staticmethod
    def _get_anti_jamming_algorithm(policy: str, algorithm_type: str) -> callable:
        """
        统一抗干扰策略路由方法
        :param policy: 策略名称
        :param algorithm_type: 算法类型['tx'发射端/'rx'接收端]
        """
        tx_algorithms = {
            "波形捷变": AntiJammingSignalAlgo.adaptive_filter,
            "频率捷变": AntiJammingSignalAlgo.time_frequency_filter
        }
        rx_algorithms = {
            "自适应极化滤波": AntiJammingSignalAlgo.polarization_filter
        }
        
        if algorithm_type == 'tx':
            return tx_algorithms.get(policy)
        elif algorithm_type == 'rx':
            return None if policy in {"波形捷变", "频率捷变"} else rx_algorithms.get(policy)


# main方法
if __name__ == '__main__':
    Service.initialize_usrp()
    Service.data({"jamming_policy": "噪声调频", "anti_jamming_policy": "频率捷变"})