Abstract
In this paper, we consider the numerical design of complete complementary codes (CCC), which are quite different from traditional analytical approaches. The design task is formulated as minimizing the integrated sidelobe level (ISL) of a sequence set under unimodular constraint. Exploiting the algebraic structure of ISL, we calculate its value and derivative efficiently via FFT. Then, an algorithm based on BFGS (Broyden Fletcher Goldfarb and Shanno) method is proposed, which is suited to small scale problems. For large scale cases, another line-search-free Limited-Memory BFGS based algorithm is preferred as it omits the memory intensive Hessian matrix update and time-consuming line-search. Simulation results confirm the effectiveness of the proposed algorithms. s, when used to design complementary set of sequences, which is a special case of CCC, they outperform the existing state-of-the-art algorithms.
| Original language | English |
|---|---|
| Title of host publication | IET Conference Proceedings |
| Publisher | Institution of Engineering and Technology |
| Pages | 980-985 |
| Number of pages | 6 |
| Volume | 2020 |
| Edition | 9 |
| ISBN (Electronic) | 9781839535406 |
| DOIs | |
| State | Published - 2020 |
| Externally published | Yes |
| Event | 5th IET International Radar Conference, IET IRC 2020 - Virtual, Online Duration: 4 Nov 2020 → 6 Nov 2020 |
Conference
| Conference | 5th IET International Radar Conference, IET IRC 2020 |
|---|---|
| City | Virtual, Online |
| Period | 4/11/20 → 6/11/20 |
Keywords
- COMPLETE COMPLEMENTARY CODES
- NUMERICAL OPTIMIZATION
- SEQUENCE DESIGN
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