| Presentation | 2020-11-18 A Study on Noise Power Estimation based on Goodness of Fit Statistics Hiroki Iwata, Kenta Umebayashi, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper focuses on spectrum sensing and spectrum measurement exploiting an energy detector. In this case, an noise power estimation with high accuracy and low cost is required to set a proper detection threshold. Therefore, this paper investigates a noise power estimation based on goodness of fit measure between received power samples and guessed quantile functions with noise power estimate candidates. Specifically, we apply the squared error between the received power samples and the guessed quantile functions as a goodness of fit measure. And, we propose a noise power estimation method which adopts a noise power estimate candidate with the least squared error. Extensive numerical evaluations show that the proposed method can achieve outstanding noise power estimation performance over a wide SNR region than the FCME (Forward Consecutive Mean Excision) method, and it has very small computational complexity than the least square method between the empirical distribution and the guessed cumulative distribution. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Noise Power Estimation / Energy Detection / Spectrum Sensing / Spectrum Measurement / Dynamic Spectrum Access |
| Paper # | SR2020-28 |
| Date of Issue | 2020-11-11 (SR) |
| Conference Information | |
| Committee | SR |
|---|---|
| Conference Date | 2020/11/18(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Software Radio, Cognitive Radio, Spectrum Sharing, etc. |
| Chair | Masayuki Ariyoshi(NEC) |
| Vice Chair | Suguru Kameda(Tohoku Univ.) / Osamu Takyu(Shinshu Univ.) / Kentaro Ishidu(NICT) |
| Secretary | Suguru Kameda(ATR) / Osamu Takyu(Univ. of Electro-Comm.) / Kentaro Ishidu(Mie Univ.) |
| Assistant | Mai Ohta(Fukuoka Univ.) / Teppei Oyama(Fujitsu Lab.) / Kentaro Kobayashi(Nagoya Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Smart Radio |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Noise Power Estimation based on Goodness of Fit Statistics |
| Sub Title (in English) | |
| Keyword(1) | Noise Power Estimation |
| Keyword(2) | Energy Detection |
| Keyword(3) | Spectrum Sensing |
| Keyword(4) | Spectrum Measurement |
| Keyword(5) | Dynamic Spectrum Access |
| 1st Author's Name | Hiroki Iwata |
| 1st Author's Affiliation | Tokyo University of Agriculture and Technology(TUAT) |
| 2nd Author's Name | Kenta Umebayashi |
| 2nd Author's Affiliation | Tokyo University of Agriculture and Technology(TUAT) |
| Date | 2020-11-18 |
| Paper # | SR2020-28 |
| Volume (vol) | vol.120 |
| Number (no) | SR-238 |
| Page | pp.pp.37-43(SR), |
| #Pages | 7 |
| Date of Issue | 2020-11-11 (SR) |