Joint Radar and Communication System Optimization for Spectrum Sharing

被引:10
作者
Martone, Anthony F. [1 ]
Gallagher, Kyle A. [1 ]
Sherbondy, Kelly D. [1 ]
机构
[1] US Army Res Lab, 2800 Powder Mill Rd, Adelphi, MD 21042 USA
来源
2019 IEEE RADAR CONFERENCE (RADARCONF) | 2019年
关键词
radar; radio; LTE; optimization; machine learning; spectrum sharing; cognitive radar; cognitive radio; genetic algorithm; COEXISTENCE; RADIO; LTE;
D O I
10.1109/radar.2019.8835700
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Common approaches for radar and communication system spectrum sharing consider protection zones with power allocation for in-band operation, dynamic spectrum access (DSA) with spectrum sensing for in-band operation, and sense-and-avoid, frequency-agile approaches for out-of-band operation. In this paper we introduce a cooperative spectrum sharing model that combines multiple aspects of the previously mentioned approaches for in-band and out-of-band coexistence. This model jointly optimizes multiple radar and communication system parameters for improved frequency agility and performance while mitigating mutual interference between secondary radio-frequency (RF) users. Spectrum sensing is implemented to form a power spectral estimate of the electromagnetic environment (EME) to identify the secondary users. Multi-objective optimization then adjusts the output power, center frequency, and bandwidth parameters of the radar and communication system to maximize range resolution, radar signal to interference plus noise ratio (SINR), and channel capacity. Simulations are used to evaluate the model for different RF spectra. The results indicate that spectrum sharing is achieved for all systems.
引用
收藏
页数:6
相关论文
共 18 条
  • [11] Martone A. F., 2014, URSI Radio Sci. Bull., V2014, P10
  • [12] Adaptable waveform design for enhanced detection of moving targets
    Martone, Anthony
    Gallagher, Kyle
    Sherbondy, Kelly
    Hedden, Abigail
    Dietlein, Charles
    [J]. IET RADAR SONAR AND NAVIGATION, 2017, 11 (10) : 1567 - 1573
  • [13] Spectrum Allocation for Noncooperative Radar Coexistence
    Martone, Anthony F.
    Ranney, Kenneth I.
    Sherbondy, Kelly
    Gallagher, Kyle A.
    Blunt, Shannon D.
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2018, 54 (01) : 90 - 105
  • [14] Cognitive radio: Making software radios more personal
    Mitola, J
    Maguire, GQ
    [J]. IEEE PERSONAL COMMUNICATIONS, 1999, 6 (04): : 13 - 18
  • [15] Palola M., 2017, 2017 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN), P1
  • [16] Coexistence of Power-Controlled Cellular Networks With Rotating Radar
    Raymond, Sabogu-Sumah
    Abubakari, Alidu
    Jo, Han-Shin
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2016, 34 (10) : 2605 - 2616
  • [17] On the Co-Existence of TD-LTE and Radar Over 3.5 GHz Band: An Experimental Study
    Reed, Jeffrey H.
    Clegg, Andrew W.
    Padaki, Aditya V.
    Yang, Taeyoung
    Nealy, Randall
    Dietrich, Carl
    Anderson, Christopher R.
    Mearns, D. Michael
    [J]. IEEE WIRELESS COMMUNICATIONS LETTERS, 2016, 5 (04) : 368 - 371
  • [18] Sanders F.H., 2014, 14499 NTIA