Engineering Commons^™

Mimo Radar Waveform Design And Sparse Reconstruction For Extended Target Detection In Clutter, Christopher Alan Rogers

Electrical & Computer Engineering Theses & Dissertations

This dissertation explores the detection and false alarm rate performance of a novel transmit-waveform and receiver filter design algorithm as part of a larger Compressed Sensing (CS) based Multiple Input Multiple Output (MIMO) bistatic radar system amidst clutter. Transmit-waveforms and receiver filters were jointly designed using an algorithm that minimizes the mutual coherence of the combined transmit-waveform, target frequency response, and receiver filter matrix product as a design criterion. This work considered the Probability of Detection (P _D) and Probability of False Alarm (P _FA) curves relative to a detection threshold, τ _th, Receiver Operating Characteristic (ROC), …