Mismatched Filtering of Doppler Tolerant Codes for Multi-code Sonar Systems
Muhammad Salman Rashed, Marco Meijer, Paul D. Teal
Abstract
Muhammad Salman Rashed, Marco Meijer, Paul D. Teal
Abstract
Sets of transmitted signals used for sonar sensing applications must have good correlation properties, conformance of the magnitude to a target profile, and Doppler tolerance. Achieving an optimal solution with all three constraints along with the receiver, transmitter and channel effects is a complex and non-convex problem. Whereas optimising signals for the first two constraints is relatively easy, a Doppler shift degrades the sidelobe levels considerably so that achieving low and flat sidelobe levels is not guaranteed with the use of a matched filter. An alternative is to design a mismatched filter for reducing the sidelobe levels beyond the limits achievable with a matched filter. Designing a mismatched filter which is longer in length than a matched filter offers greater flexibility in terms of the filter coefficients that can be tuned. Designing a signal may be a non-convex problem, but with the signal fixed, design of a mismatched filter is convex. We compare two different methods for designing mismatched filters for Doppler tolerant codes. Results from both our designs show flat sidelobes at least 2 dB lower than those of a matched filter.
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Sets of transmitted signals used for sonar sensing applications must have good correlation properties, conformance of the magnitude to a target profile, and Doppler tolerance. Achieving an optimal solution with all three constraints along with the receiver, transmitter and channel effects is a complex and non-convex problem. Whereas optimising signals for the first two constraints is relatively easy, a Doppler shift degrades the sidelobe levels considerably so that achieving low and flat sidelobe levels is not guaranteed with the use of a matched filter. An alternative is to design a mismatched filter for reducing the sidelobe levels beyond the limits achievable with a matched filter. Designing a mismatched filter which is longer in length than a matched filter offers greater flexibility in terms of the filter coefficients that can be tuned. Designing a signal may be a non-convex problem, but with the signal fixed, design of a mismatched filter is convex. We compare two different methods for designing mismatched filters for Doppler tolerant codes. Results from both our designs show flat sidelobes at least 2 dB lower than those of a matched filter.
Key concepts: Matched filter, Filter (signal processing), Root-raised-cosine filter, Filter design, Sonar, Doppler effect, Transmitter, Computer science