Generation of Received Signal through Convolution of Signal S with Channel H

Resource Overview

In MATLAB, signal S convolved with channel H produces received signal V using V = conv(S,H), followed by deconvolution from V and H to recover original parameters.

Detailed Documentation

In MATLAB, the received signal V is generated by convolving signal S with channel H using the convolution operation V = conv(S,H). The deconvolution process from V and H enables estimation of both the original signal S and channel characteristics. This procedure aids in reconstructing original signals and facilitates channel modeling and analysis. Deconvolution techniques are widely applied in communication systems, image processing, and audio processing domains. Through channel deconvolution, distortion and interference during signal transmission can be mitigated, thereby enhancing signal quality and reliability. The implementation typically involves using MATLAB's deconv function or iterative algorithms like Wiener deconvolution for noisy environments, where proper regularization parameters are crucial for stable solutions.