| Presentation | 2020-03-04 Joint Wideband Angular-Frequency Sparse Spectrum Sensing utilizing Compressive Sensing Azril Haniz, Takeshi Matsumura, Fumihide Kojima, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The fifth generation (5G) mobile communications system is expected to provide wireless communications services for a wide range of use cases and be utilized by providers in various environments. Its deployment is expected to increase with the introduction of local 5G systems, where private entities can deploy their own 5G microcells to create local private networks. This motivates the need for spectrum sharing research in the mmWave spectrum. Furthermore, the use of array antennas in 5G systems opens the possibility for spectrum sharing in the angular domain as well. In this paper, compressive sensing is investigated as a method to perform spectrum sensing in the frequency and angular domains efficiently using a small number of compressed measurements. The joint angular-frequency spectrum sensing problem for wideband signals is formulated as a compressive sensing (CS) problem. A novel CS-based algorithm is proposed for wideband sources, which includes the usage of frequency-dependent steering matrices. Computational load was further reduced by applying modifications to the Kronecker Orthogonal Matching Pursuit (Kron-OMP) algorithm, and group-sparsity was enforced over the frequency domain to improve detection of wideband sources. The proposed algorithm is evaluated using various parameters through Monte Carlo simulations. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Compressive sensingSpectrum sensingAngle-of-arrival estimation |
| Paper # | SR2019-116 |
| Date of Issue | 2020-02-26 (SR) |
| Conference Information | |
| Committee | RCS / SR / SRW |
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| Conference Date | 2020/3/4(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tokyo Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Mobile Communication Workshop |
| Chair | Tomoaki Otsuki(Keio Univ.) / Masayuki Ariyoshi(NEC) / Satoshi Denno(Okayama Univ.) |
| Vice Chair | Satoshi Suyama(NTT DoCoMo) / Fumiaki Maehara(Waseda Univ.) / Toshihiko Nishimura(Hokkaido Univ.) / Suguru Kameda(Tohoku Univ.) / Osamu Takyu(Shinshu Univ.) / Kentaro Ishidu(NICT) / Keiichi Mizutani(Kyoto Univ.) |
| Secretary | Satoshi Suyama(NTT) / Fumiaki Maehara(Kyushu Univ.) / Toshihiko Nishimura(ATR) / Suguru Kameda(Univ. of Electro-Comm.) / Osamu Takyu(Mie Univ.) / Kentaro Ishidu(Tokyo Inst. of Tech.) / Keiichi Mizutani(Anritsu) |
| Assistant | Kazushi Muraoka(NEC) / Shinsuke Ibi(Doshisha Univ.) / Koichi Adachi(Univ. of Electro-Comm.) / Osamu Nakamura(Sharp) / Manabu Sakai(Mitsubishi Electric) / Mai Ohta(Fukuoka Univ.) / Teppei Oyama(Fujitsu Lab.) / Kentaro Kobayashi(Nagoya Univ.) / Masaaki Fuse(Anritsu) / Tomoki Murakami(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Radio Communication Systems / Technical Committee on Smart Radio / Technical Committee on Short Range Wireless Communications |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Joint Wideband Angular-Frequency Sparse Spectrum Sensing utilizing Compressive Sensing |
| Sub Title (in English) | |
| Keyword(1) | Compressive sensingSpectrum sensingAngle-of-arrival estimation |
| 1st Author's Name | Azril Haniz |
| 1st Author's Affiliation | National Institute of Information and Communications Technology(NICT) |
| 2nd Author's Name | Takeshi Matsumura |
| 2nd Author's Affiliation | National Institute of Information and Communications Technology(NICT) |
| 3rd Author's Name | Fumihide Kojima |
| 3rd Author's Affiliation | National Institute of Information and Communications Technology(NICT) |
| Date | 2020-03-04 |
| Paper # | SR2019-116 |
| Volume (vol) | vol.119 |
| Number (no) | SR-449 |
| Page | pp.pp.17-24(SR), |
| #Pages | 8 |
| Date of Issue | 2020-02-26 (SR) |