feat: 2048-pt FFT upgrade with decimation=4, 512 output bins, 6m spacing

Complete cross-layer upgrade from 1024-pt/64-bin to 2048-pt/512-bin FFT:

FPGA RTL (14+ modules):
- radar_params.vh: FFT_SIZE=2048, RANGE_BINS=512, 9-bit range, 6-bit stream
- fft_engine.v: 2048-pt FFT with XPM BRAM
- chirp_memory_loader_param.v: 2 segments x 2048 (was 4 x 1024)
- matched_filter_multi_segment.v: BRAM inference for overlap_cache, explicit ov_waddr
- mti_canceller.v: BRAM inference for prev_i/q arrays (was fabric FFs)
- doppler_processor.v: 16384-deep memory, 14-bit addressing
- cfar_ca.v: 512 rows, indentation fix
- radar_receiver_final.v: rising-edge detector for frame_complete, 11-bit sample_addr
- range_bin_decimator.v: 512 output bins
- usb_data_interface_ft2232h.v: bulk per-frame with Manhattan magnitude
- radar_mode_controller.v: XOR edge detector for toggle signals
- rx_gain_control.v: updated for new bin count

Python GUI + Protocol (8 files):
- radar_protocol.py: 512-bin bulk frame parser, LSB-first bitmap
- GUI_V65_Tk.py, v7/*.py: updated for 512 bins, 6m range resolution

Golden data + tests:
- All .hex/.csv/.npy golden references regenerated for 2048/512
- fft_twiddle_2048.mem added
- Deleted stale seg2/seg3 chirp mem files
- 9 new bulk frame cross-layer tests, deleted 6 stale per-sample tests
- Deleted stale tb_cross_layer_ft2232h.v and dead contract_parser functions
- Updated validate_mem_files.py for 2048/2-segment config

MCU: RadarSettings.cpp max_distance/map_size 1536->3072

All 4 CI jobs pass: 285 tests, 0 failures, 0 skips

9_Firmware/9_2_FPGA/fft_engine.v

@@ -28,13 +28,16 @@
  * Clock domain: single clock (clk), active-low async reset (reset_n).
  */
 
+// Include single source of truth for default parameters
+`include "radar_params.vh"
+
 module fft_engine #(
-    parameter N            = 1024,
-    parameter LOG2N        = 10,
+    parameter N            = `RP_FFT_SIZE,       // 2048
+    parameter LOG2N        = `RP_LOG2_FFT_SIZE,  // 11
     parameter DATA_W       = 16,
     parameter INTERNAL_W   = 32,
     parameter TWIDDLE_W    = 16,
-    parameter TWIDDLE_FILE = "fft_twiddle_1024.mem"
+    parameter TWIDDLE_FILE = "fft_twiddle_2048.mem"
 )(
     input wire clk,
     input wire reset_n,