Title :
Modulation Recognition of Multi-Signals Via Multi-Resolution Approach
Author :
Zhu Bo ; Wan Qun ; Shi Rong
Author_Institution :
Electr. Eng. Dept., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
A modulation recognition method based on multi-resolution analysis for time-frequency overlapped multi-signals is proposed. These signals include wireless communication signals, RADAR signals and satellites signals in single channel. The algorithm extracts the characteristic points of mixed signal by the multi-resolution analysis firstly, and then separates them through polynomial curve fitting, finally, estimates the parameters for each signal, respectively. This method is able to estimating the number of mixed signal components, calculating their symbol rates, also recognizing their modulation types from few sampling data. The method doesn´t need any prior information, and has much more adaptability and robustness. Computer simulations have verified its validity and practicability to the engineering for the first time.
Keywords :
curve fitting; modulation; parameter estimation; radar signal processing; radiocommunication; satellite communication; RADAR signals; modulation recognition; multiresolution approach; parameter estimation; polynomial curve fitting; satellites signals; single channel; time-frequency overlapped multisignals; wireless communication signals; Algorithm design and analysis; Artificial satellites; Curve fitting; Parameter estimation; Polynomials; Radar; Sampling methods; Signal analysis; Time frequency analysis; Wireless communication;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2009. WiCom '09. 5th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-3692-7
Electronic_ISBN :
978-1-4244-3693-4
DOI :
10.1109/WICOM.2009.5302718