Complete end-to-end WiFi CSI capture pipeline verified on real hardware: - ESP32-S3 firmware: WiFi STA + promiscuous mode CSI collection, ADR-018 binary serialization, UDP streaming at ~20 Hz - Rust aggregator CLI binary (clap): receives UDP frames, parses with Esp32CsiParser, prints per-frame summary (node, seq, rssi, amp) - UDP aggregator module with per-node sequence tracking and drop detection - CsiFrame bridge to detection pipeline (amplitude/phase/SNR conversion) - Python ESP32 binary parser with UDP reader - Presence detection confirmed: motion score 10/10 from live CSI variance Hardware verified: ESP32-S3-DevKitC-1 (CP2102, MAC 3C:0F:02:EC:C2:28), Docker ESP-IDF v5.2 build, esptool 5.1.0 flash, 20 Rust + 6 Python tests pass. Co-Authored-By: claude-flow <ruv@ruv.net>
177 lines
5.1 KiB
C
177 lines
5.1 KiB
C
/**
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* @file csi_collector.c
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* @brief CSI data collection and ADR-018 binary frame serialization.
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*
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* Registers the ESP-IDF WiFi CSI callback and serializes incoming CSI data
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* into the ADR-018 binary frame format for UDP transmission.
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*/
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#include "csi_collector.h"
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#include "stream_sender.h"
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#include <string.h>
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#include "esp_log.h"
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#include "esp_wifi.h"
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#include "sdkconfig.h"
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static const char *TAG = "csi_collector";
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static uint32_t s_sequence = 0;
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static uint32_t s_cb_count = 0;
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static uint32_t s_send_ok = 0;
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static uint32_t s_send_fail = 0;
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/**
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* Serialize CSI data into ADR-018 binary frame format.
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*
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* Layout:
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* [0..3] Magic: 0xC5110001 (LE)
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* [4] Node ID
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* [5] Number of antennas (rx_ctrl.rx_ant + 1 if available, else 1)
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* [6..7] Number of subcarriers (LE u16) = len / (2 * n_antennas)
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* [8..11] Frequency MHz (LE u32) — derived from channel
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* [12..15] Sequence number (LE u32)
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* [16] RSSI (i8)
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* [17] Noise floor (i8)
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* [18..19] Reserved
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* [20..] I/Q data (raw bytes from ESP-IDF callback)
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*/
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size_t csi_serialize_frame(const wifi_csi_info_t *info, uint8_t *buf, size_t buf_len)
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{
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if (info == NULL || buf == NULL || info->buf == NULL) {
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return 0;
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}
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uint8_t n_antennas = 1; /* ESP32-S3 typically reports 1 antenna for CSI */
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uint16_t iq_len = (uint16_t)info->len;
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uint16_t n_subcarriers = iq_len / (2 * n_antennas);
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size_t frame_size = CSI_HEADER_SIZE + iq_len;
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if (frame_size > buf_len) {
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ESP_LOGW(TAG, "Buffer too small: need %u, have %u", (unsigned)frame_size, (unsigned)buf_len);
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return 0;
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}
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/* Derive frequency from channel number */
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uint8_t channel = info->rx_ctrl.channel;
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uint32_t freq_mhz;
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if (channel >= 1 && channel <= 13) {
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freq_mhz = 2412 + (channel - 1) * 5;
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} else if (channel == 14) {
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freq_mhz = 2484;
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} else if (channel >= 36 && channel <= 177) {
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freq_mhz = 5000 + channel * 5;
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} else {
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freq_mhz = 0;
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}
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/* Magic (LE) */
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uint32_t magic = CSI_MAGIC;
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memcpy(&buf[0], &magic, 4);
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/* Node ID */
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buf[4] = (uint8_t)CONFIG_CSI_NODE_ID;
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/* Number of antennas */
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buf[5] = n_antennas;
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/* Number of subcarriers (LE u16) */
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memcpy(&buf[6], &n_subcarriers, 2);
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/* Frequency MHz (LE u32) */
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memcpy(&buf[8], &freq_mhz, 4);
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/* Sequence number (LE u32) */
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uint32_t seq = s_sequence++;
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memcpy(&buf[12], &seq, 4);
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/* RSSI (i8) */
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buf[16] = (uint8_t)(int8_t)info->rx_ctrl.rssi;
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/* Noise floor (i8) */
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buf[17] = (uint8_t)(int8_t)info->rx_ctrl.noise_floor;
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/* Reserved */
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buf[18] = 0;
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buf[19] = 0;
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/* I/Q data */
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memcpy(&buf[CSI_HEADER_SIZE], info->buf, iq_len);
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return frame_size;
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}
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/**
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* WiFi CSI callback — invoked by ESP-IDF when CSI data is available.
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*/
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static void wifi_csi_callback(void *ctx, wifi_csi_info_t *info)
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{
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(void)ctx;
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s_cb_count++;
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if (s_cb_count <= 3 || (s_cb_count % 100) == 0) {
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ESP_LOGI(TAG, "CSI cb #%lu: len=%d rssi=%d ch=%d",
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(unsigned long)s_cb_count, info->len,
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info->rx_ctrl.rssi, info->rx_ctrl.channel);
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}
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uint8_t frame_buf[CSI_MAX_FRAME_SIZE];
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size_t frame_len = csi_serialize_frame(info, frame_buf, sizeof(frame_buf));
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if (frame_len > 0) {
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int ret = stream_sender_send(frame_buf, frame_len);
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if (ret > 0) {
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s_send_ok++;
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} else {
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s_send_fail++;
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if (s_send_fail <= 5) {
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ESP_LOGW(TAG, "sendto failed (fail #%lu)", (unsigned long)s_send_fail);
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}
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}
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}
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}
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/**
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* Promiscuous mode callback — required for CSI to fire on all received frames.
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* We don't need the packet content, just the CSI triggered by reception.
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*/
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static void wifi_promiscuous_cb(void *buf, wifi_promiscuous_pkt_type_t type)
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{
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/* No-op: CSI callback is registered separately and fires in parallel. */
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(void)buf;
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(void)type;
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}
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void csi_collector_init(void)
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{
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/* Enable promiscuous mode — required for reliable CSI callbacks.
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* Without this, CSI only fires on frames destined to this station,
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* which may be very infrequent on a quiet network. */
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ESP_ERROR_CHECK(esp_wifi_set_promiscuous(true));
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ESP_ERROR_CHECK(esp_wifi_set_promiscuous_rx_cb(wifi_promiscuous_cb));
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wifi_promiscuous_filter_t filt = {
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.filter_mask = WIFI_PROMIS_FILTER_MASK_MGMT | WIFI_PROMIS_FILTER_MASK_DATA,
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};
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ESP_ERROR_CHECK(esp_wifi_set_promiscuous_filter(&filt));
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ESP_LOGI(TAG, "Promiscuous mode enabled for CSI capture");
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wifi_csi_config_t csi_config = {
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.lltf_en = true,
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.htltf_en = true,
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.stbc_htltf2_en = true,
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.ltf_merge_en = true,
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.channel_filter_en = false,
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.manu_scale = false,
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.shift = false,
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};
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ESP_ERROR_CHECK(esp_wifi_set_csi_config(&csi_config));
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ESP_ERROR_CHECK(esp_wifi_set_csi_rx_cb(wifi_csi_callback, NULL));
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ESP_ERROR_CHECK(esp_wifi_set_csi(true));
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ESP_LOGI(TAG, "CSI collection initialized (node_id=%d, channel=%d)",
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CONFIG_CSI_NODE_ID, CONFIG_CSI_WIFI_CHANNEL);
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}
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