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Thiran Filters for Wideband DSP-Based Multi-Beam True Time Delay RF Sensing Applications
Sirani M Perera1, Gayani Rathnasekara2, Arjuna Madanayake2
1Department of Mathematics, Embry-Riddle Aeronautical University, Daytona Beach, FL 32114, USA.
Sensors (Basel, Switzerland)
|January 23, 2024
Summary
This study presents a new digital algorithm for radio frequency (RF) sensing using fractional delays. It enables multiple simultaneous RF beams with reduced circuit complexity for advanced sensing applications.
Area of Science:
- Electrical Engineering
- Signal Processing
- Electromagnetics
Background:
- Direction of Arrival (DOA) estimation is crucial for radio frequency (RF) sensing, communications, and imaging.
- Existing wideband beamforming systems often require high filter orders, increasing circuit complexity.
- Thiran fractional delay filters offer a trade-off between usable bandwidth and circuit complexity.
Purpose of the Study:
- To introduce a novel algorithm for wideband true time delay digital delay Vandermonde matrix (DVM) factorization.
- To leverage Thiran fractional delays for realizing RF sensors with multiple DOA support.
- To reduce circuit complexity in multi-beam digital wideband beamforming systems.
Main Methods:
- Development of a digital DVM algorithm utilizing sparse matrix factorization.
- Implementation of Thiran fractional delays for approximating true time delays.
- Evaluation of Thiran filters with fractional sampling periods and orders 3 and 4 on Xilinx FPGA RF-SoC.
Main Results:
- The proposed algorithm enables multiple simultaneous RF beams, crucial for low-complexity sensing.
- Thiran filters demonstrate favorable phase and group delay responses, especially with a temporal oversampling factor of three.
- Preliminary FPGA results show potential for DVM factorization realization using Application-Specific Integrated Circuit (ASIC) technology.
Conclusions:
- The developed digital DVM algorithm with Thiran fractional delays offers a low-complexity solution for multi-beam RF sensing.
- Thiran filters provide an effective method for achieving wideband beamforming with reduced hardware requirements.
- The findings pave the way for efficient implementation of advanced RF sensing and DOA estimation systems.
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