本地区块链服务在物联网中的应用实例
本地区块链服务在物联网中的应用实例:分布式传感器数据共享平台
一、系统架构设计
二、硬件准备清单
设备 | 规格要求 | 数量 | 用途 |
---|---|---|---|
Raspberry Pi 4 | 4GB RAM | 3台 | 区块链节点 |
DHT22温湿度传感器 | 精度±0.5℃ | 5个 | 环境数据采集 |
ESP32开发板 | 双核240MHz | 5个 | 边缘计算节点 |
LoRa模块 | SX1276芯片 | 3个 | 低功耗通信 |
OLED显示屏 | 0.96英寸 | 1个 | 状态监控 |
三、软件栈配置
# 区块链核心
sudo apt install docker-compose
git clone https://github.com/hyperledger/fabric-samples
cd fabric-samples/test-network# 物联网设备端
pip install micropython-lib
git clone https://github.com/adafruit/Adafruit_CircuitPython_DHT# 网关服务
npm install -g @hyperledger/caliper-cli
npm install ethers mqttjs
四、实施步骤
1. 搭建本地区块链网络(Hyperledger Fabric)
# 启动测试网络
./network.sh up createChannel -c iotchannel# 部署链码
./network.sh deployCC -ccn iotchaincode -ccp ../chaincode/javascript/ -ccl javascript
2. 编写物联网智能合约 (iotchaincode.js
)
const { Contract } = require('fabric-contract-api');class IoTContract extends Contract {async InitLedger(ctx) {await ctx.stub.putState('deviceCount', Buffer.from('0'));}async RecordData(ctx, deviceId, temp, humidity) {const timestamp = new Date().toISOString();const data = { deviceId, temp, humidity, timestamp };// 关键:哈希校验防止篡改const hash = crypto.createHash('sha256').update(JSON.stringify(data)).digest('hex');await ctx.stub.putState(`DATA_${timestamp}`, Buffer.from(JSON.stringify({...data, hash})));// 超温告警逻辑if (parseFloat(temp) > 30.0) {await ctx.stub.setEvent('HIGH_TEMP', Buffer.from(JSON.stringify({deviceId,temp,location: await this.GetDeviceLocation(ctx, deviceId)})));}}async GetDeviceHistory(ctx, deviceId) {const query = { selector: { deviceId } };const iterator = await ctx.stub.getQueryResult(JSON.stringify(query));return await this._iteratorToArray(iterator);}
}
3. ESP32传感器数据采集代码
#include <DHT.h>
#include <LoRa.h>
#include <ArduinoJson.h>#define DHTPIN 4
#define DHTTYPE DHT22DHT dht(DHTPIN, DHTTYPE);void setup() {Serial.begin(9600);LoRa.begin(868E6); // EU LoRa频段dht.begin();
}void loop() {float temp = dht.readTemperature();float humidity = dht.readHumidity();if (!isnan(temp) && !isnan(humidity)) {StaticJsonDocument<200> doc;doc["device"] = "sensor01";doc["temp"] = temp;doc["humidity"] = humidity;doc["timestamp"] = millis();String output;serializeJson(doc, output);LoRa.beginPacket();LoRa.print(output);LoRa.endPacket();}delay(10000); // 10秒间隔
}
4. 区块链网关服务(Node.js)
const { Gateway } = require('fabric-network');
const mqtt = require('mqtt');
const fs = require('fs');// MQTT连接
const mqttClient = mqtt.connect('mqtt://localhost:1883');
mqttClient.subscribe('sensors/#');// Hyperledger连接
const gateway = new Gateway();
await gateway.connect({wallet,identity: 'admin',discovery: { enabled: true, asLocalhost: true }
});
const network = await gateway.getNetwork('iotchannel');
const contract = network.getContract('iotchaincode');// 处理传感器数据
mqttClient.on('message', async (topic, message) => {const data = JSON.parse(message.toString());try {// 提交到区块链await contract.submitTransaction('RecordData', data.device, data.temp.toString(), data.humidity.toString());console.log(`✅ 数据上链: ${data.temp}℃`);} catch (error) {console.error(`❌ 上链失败: ${error}`);}
});
5. 数据查询API(Express.js)
const express = require('express');
const app = express();
const { Gateway } = require('fabric-network');app.get('/history/:deviceId', async (req, res) => {const gateway = new Gateway();await gateway.connect(/* 连接配置 */);const contract = gateway.getContract('iotchaincode');const history = await contract.evaluateTransaction('GetDeviceHistory', req.params.deviceId);res.json(JSON.parse(history.toString()));
});// 实时数据SSE流
app.get('/realtime', (req, res) => {res.setHeader('Content-Type', 'text/event-stream');const listener = (event) => {if (event.eventName === 'HIGH_TEMP') {res.write(`data: ${event.payload.toString()}\n\n`);}};contract.addContractListener(listener);
});app.listen(3000);
五、系统工作流程
- 数据采集:ESP32每10秒采集温湿度数据
- 无线传输:通过LoRa发送到区块链网关
- 数据上链:网关验证后写入Fabric区块链
- 智能告警:温度>30℃时触发事件
- 数据查询:通过API获取历史数据或实时SSE流
六、安全增强措施
-
设备身份认证
// 设备注册智能合约 async RegisterDevice(ctx, deviceId, publicKey) {const exists = await this._deviceExists(ctx, deviceId);if (exists) throw new Error('设备已注册');await ctx.stub.putState(`DEVICE_${deviceId}`, Buffer.from(publicKey)); }
-
数据签名验证
// ESP32端添加数字签名 #include <Crypto.h> #include <SHA256.h>SHA256 sha; String signature = sha.hmacHash(privateKey, dataString);
-
传输层加密
# 启用LoRaWAN加密 LoRa.enableCrypto(); LoRa.setKey("mySecretKey123456");
七、监控仪表盘实现(React)
function Dashboard() {const [realtimeData, setRealtimeData] = useState([]);useEffect(() => {const eventSource = new EventSource('/realtime');eventSource.onmessage = (e) => {setRealtimeData(prev => [...prev, JSON.parse(e.data)]);};return () => eventSource.close();}, []);return (<div><h3>实时监控 (温度>30℃告警)</h3><ul>{realtimeData.map((alert, i) => (<li key={i}>{alert.deviceId} 温度过高: {alert.temp}℃</li>))}</ul></div>);
}
八、部署与测试
-
启动网络:
cd fabric-samples/test-network ./network.sh up
-
模拟传感器:
# 模拟数据脚本 import paho.mqtt.publish as publish import random, timewhile True:temp = random.uniform(20.0, 35.0)msg = f'{{"device":"sensor01", "temp":{temp:.1f}, "humidity":50}}'publish.single("sensors/temp", msg, hostname="localhost")time.sleep(5)
-
验证区块链数据:
docker exec cli peer chaincode query -C iotchannel -n iotchaincode \-c '{"Args":["GetDeviceHistory","sensor01"]}'
九、应用场景扩展
- 冷链药品监控:实时追踪温度变化并永久记录
- 工业设备预测性维护:记录设备状态历史
- 智能电表数据共享:防篡改的能源消耗记录
- 农业环境监测:分布式农场数据采集
关键优势:
- 数据不可篡改:所有传感器数据永久记录在区块链上
- 去中心化验证:多个节点共同验证数据真实性
- 自动执行规则:通过智能合约实现实时告警
- 零第三方依赖:完全本地化部署,无云服务依赖
此方案可在树莓派集群上运行,适合工厂、实验室等需要高数据可信度的物联网场景,同时保障数据主权和隐私安全。