Iterative channel estimation and equalization with superimposed reference signals
In a transmitter apparatus, a known reference signal is superimposed on top of a data signal that is typically not known a priori to a receiver and the combined signal is transmitted. At a receiver, an iterative channel estimation and equalization technique is used to recover the reference signal and the unknown data signal. In the initial iteration, the known reference signal is recovered by treating the data signal as noise. Subsequent iterations are used to improve estimation of received reference signal and the unknown data signal.
1. A wireless communication method, implemented at a receiver-side, for receiving over a channel a signal comprising a known reference signal superimposed on an unknown data signal; comprising:
(A) generating a channel estimate using the known reference signal and by demodulating the signal;
(B) using the channel estimate to equalize the channel, thereby producing an estimation of the data symbols and the superimposed reference signal;
(C) removing the known reference signal from the estimation obtained in Step (B);
(D) decoding data output after removing the known reference signal in Step (C) thereby generating estimation of the unknown data signal and extrinsic estimations of encoded symbols in the signal;
(E) applying the channel estimate to the estimation of the unknown data signal and subtracting resulting signal from the received signal to generate a revised estimate of the received reference signal;
(F) generating a new channel estimation using the revised estimate of the received reference signal; and
(G) iterating Step (B) to step (G) until an exit criteria is met.
2. The method of claim 1 , wherein the exit criteria comprises exceeding a number of iterations.
3. The method of claim 1 , wherein the exit criteria comprises achieving an error-free decoding of the unknown data signal.
4. The method of claim 1 , wherein in Step (A), the unknown data signal superimposed on the known reference signal are treated as noise.
5. The method of claim 1 , wherein, in Step (A), the generating the channel estimate includes interpolating estimates at time-frequency locations where there is no known reference signal present.
6. The method of claim 5 , wherein the interpolating includes using feedback information from a prior iteration to estimate the channel at the time-frequency locations where there is no known reference signal present.
7. A wireless communication method, implemented at a receiver-side, for receiving over a channel a signal comprising a known reference signal superimposed on an unknown data signal; comprising:
(A) generating a channel estimate using the known reference signal and by demodulating the signal;
(B) applying the channel estimate obtained in Step (A) to the known reference signal and subtracting the result from the received signal;
(C) using the channel estimate to equalize the signal obtained in Step (B), thereby producing an estimation of the data symbols;
(D) decoding data output thereby generating estimation of the unknown data signal and extrinsic estimations of encoded symbols in the signal;
(E) applying the channel estimate to the estimation of the unknown data signal and subtracting resulting signal from the received signal to generate a revised estimate of the received reference signal;
(F) generating a new channel estimation using the revised estimate of the received reference signal; and
(G) iterating Step (B) to step (G) until an exit criteria is met.
8. The method of claim 7 , wherein the exit criteria comprises exceeding a number of iterations.
9. The method of claim 7 , wherein the exit criteria comprises achieving an error-free decoding of the unknown data signal.
10. The method of claim 7 , wherein in Step (A), the unknown data signal superimposed on the known reference signal are treated as noise.
11. The method of claim 7 , wherein, in Step (A), the generating the channel estimate includes interpolating estimates at time-frequency locations where there is no known reference signal present.
12. The method of claim 11 , wherein the interpolating includes using feedback information from a prior iteration to estimate the channel at the time-frequency locations where there is no known reference signal present.
13. A wireless communication method, implemented at a receiver-side, for receiving a signal comprising a known reference signal superimposed on an unknown data signal over a channel; comprising:
(A) generating a channel estimate using the known reference signal and by demodulating the signal;
(B) using the channel estimate to equalize the channel, and subtracting the known reference signal therefrom;
(C) producing an estimation of the data symbols from signal resulting from subtracting in Step (B);
(D) decoding data output from the estimation of the data symbols obtained in step (C), thereby generating estimation on the unknown data signal and extrinsic estimations of encoded symbols in the signal;
(E) applying the channel estimate on the estimation of the unknown data signal and subtracting resulting signal from the received samples to generate a revised estimate of the received reference signal;
(F) generating a new channel estimation using the revised estimate of the received reference signal; and
(G) iterating Step (B) to step (G) until an exit criteria is met.
14. The method of claim 13 , wherein the exit criteria comprises exceeding a number of iterations.
15. The method of claim 13 , wherein the exit criteria comprises achieving an error-free decoding of the unknown data signal.
16. The method of claim 13 , wherein in Step (A), the unknown data signal superimposed on the known reference signal are treated as noise.
17. A wireless communication method, implemented at a receiver-side, for receiving a signal comprising a known reference signal superimposed on an unknown data signal over a channel; comprising:
(A) generating a channel estimate using the known reference signal and by demodulating the signal;
(B) applying the channel estimate obtained in Step (A) to the known reference signal and subtracting the result from the received signal;
(C) using the channel estimate to equalize the signal obtained in Step (B), thereby producing an estimation of the data symbols;
(D) decoding data output from the estimation of the data symbols obtained in step (C), thereby generating estimation on the unknown data signal and extrinsic estimations of encoded symbols in the signal;
(E) applying the channel estimate on the estimation of the unknown data signal and subtracting resulting signal from the received samples to generate a revised estimate of the received reference signal;
(F) generating a new channel estimation using the revised estimate of the received reference signal; and
(G) iterating Step (B) to step (G) until an exit criteria is met.
18. The method of claim 17 , wherein the exit criteria comprises exceeding a number of iterations.
19. The method of claim 17 , wherein the exit criteria comprises achieving an error-free decoding of the unknown data signal.
20. The method of claim 17 , wherein in Step (A), the unknown data signal superimposed on the known reference signal are treated as noise.