Improved Method for Blind Interleaver Parameter Estimation Using Matrix Multiplication From Scant Data

被引:0
|
作者
Jung, Yongseok [1 ]
Jang, Mingyu [1 ]
Yoon, Dongweon [1 ]
机构
[1] Hanyang Univ, Dept Elect Engn, Seoul 04763, South Korea
来源
IEEE ACCESS | 2021年 / 9卷 / 09期
关键词
Estimation; Linearity; Linear matrix inequalities; Receivers; Surveillance; Parameter estimation; Licenses; Blind detection; communication forensics; non-cooperative context; spectrum surveillance;
D O I
10.1109/ACCESS.2021.3117869
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Estimation of interleaver parameter from scant received data has recently been researched. In this paper, we propose an improved algorithm for blind estimation of interleaver parameter using matrix multiplication under the condition of scant received data. First, we generate a matrix from the received data and make arbitrary square submatrices by randomly deleting rows and columns from the generated matrix. We then compose additional square matrices by multiplying the square submatrices, and examine the rank deficiencies of the additional square matrices. Finally, we blindly estimate the interleaver parameter based on the average rank deficiency of the additionally composed square matrices. Through computer simulations, we validate the proposed algorithm in terms of detection probability and the number of false alarms, and show that the proposed algorithm outperforms conventional ones.
引用
收藏
页码:138209 / 138214
页数:6
相关论文
共 50 条
  • [1] Blind Interleaver Parameter Estimation From Scant Data
    Jang, Mingyu
    Kim, Geunbae
    Kim, Dongyeong
    Yoon, Dongweon
    IEEE ACCESS, 2020, 8 : 217282 - 217289
  • [2] Blind Estimation of Interleaver Parameter With a Limited Number of Data
    Jang, Mingyu
    Kim, Geunbae
    Kim, Yoonji
    Yoon, Dongweon
    IEEE ACCESS, 2020, 8 : 69160 - 69166
  • [3] Simple Method for Interleaver Parameter Estimation
    Kim, Geunbae
    Jang, Mingyu
    Yoon, Dongweon
    Im, Chaewon
    15TH INTERNATIONAL CONFERENCE ON ADVANCED TRENDS IN RADIOELECTRONICS, TELECOMMUNICATIONS AND COMPUTER ENGINEERING (TCSET - 2020), 2020, : 812 - 815
  • [4] Novel Blind Interleaver Parameter Estimation in a Noncooperative Context
    Choi, Changryoul
    Yoon, Dongweon
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2019, 55 (04) : 2079 - 2085
  • [5] An improved parameter estimation method using limit cycle data
    Kaya, I
    Atherton, DP
    UKACC INTERNATIONAL CONFERENCE ON CONTROL '98, VOLS I&II, 1998, : 682 - 687
  • [6] Efficient Method for Interleaver Parameter Estimation in a Fading Channel
    Kim, Geunbae
    Ahn, Seongjin
    Yoon, Dongweon
    2019 10TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY CONVERGENCE (ICTC): ICT CONVERGENCE LEADING THE AUTONOMOUS FUTURE, 2019, : 1416 - 1418
  • [7] An improved method for quantum matrix multiplication
    Nghiem, Nhat A. A.
    Wei, Tzu-Chieh
    QUANTUM INFORMATION PROCESSING, 2023, 22 (08)
  • [8] Improved parallel matrix multiplication using Strassen and Urdhvatiryagbhyam method
    Bessant, Y. R. Annie
    Jency, J. Grace
    Sagayam, K. Martin
    Jone, A. Amir Anton
    Pandey, Digvijay
    Pandey, Binay Kumar
    CCF TRANSACTIONS ON HIGH PERFORMANCE COMPUTING, 2023, 5 (02) : 102 - 115
  • [9] Improved parallel matrix multiplication using Strassen and Urdhvatiryagbhyam method
    Y. R. Annie Bessant
    J. Grace Jency
    K. Martin Sagayam
    A. Amir Anton Jone
    Digvijay Pandey
    Binay Kumar Pandey
    CCF Transactions on High Performance Computing, 2023, 5 : 102 - 115
  • [10] An improved method for quantum matrix multiplication
    Nhat A. Nghiem
    Tzu-Chieh Wei
    Quantum Information Processing, 22