Identification of Cellular Networks for Intelligent Radio Measurements

被引:29
|
作者
Eldemerdash, Yahia A. [1 ]
Dobre, Octavia A. [1 ]
Ureten, Oktay [2 ]
Yensen, Trevor [2 ]
机构
[1] Mem Univ Newfoundland, Fac Engn & Appl Sci, St John, NF A1B 3X5, Canada
[2] Allen Vanguard Corp, Ottawa, ON K1G 5B4, Canada
关键词
Cellular networks; code division multiple access (CDMA); experimental measurements; intelligent radios; orthogonal frequency division multiplexing (OFDM); signal identification; single carrier-frequency division multiple access (SC-FDMA); MODULATION CLASSIFICATION; COGNITIVE RADIO; 2ND-ORDER CYCLOSTATIONARITY; THEORETICAL DEVELOPMENTS; SIGNAL IDENTIFICATION;
D O I
10.1109/TIM.2017.2687539
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
Signal identification systems recognize the type of the received signal usually without a priori information of some of the signal parameters and without the requirement of preprocessing tasks, such as frequency and timing recovery. These instruments have been employed in different military and commercial applications, such as spectrum surveillance, electronic warfare, and software-defined and cognitive radios. The focus of this paper is automatic instruments that can identify cellular network signals. Novel identification features are presented, which are based on the statistical properties and characteristic features of the candidate signals. In particular, the signal cumulative distribution function is employed as an identification feature for the global system for mobile communication and long term evolution (LTE) downlink signals. The presence of the cyclic prefix is exploited to identify the LTE uplink signal, while the estimated signal bandwidth is used to differentiate between the universal mobile telecommunication system and code division multiple access 2000 signals. Experimental tests are performed to verify the validity of the proposed identification method. The experimental results show that the identification method achieves very good performance with short observation intervals leading to improved response time under different channel conditions. Moreover, the presented method is robust to timing and frequency offsets.
引用
收藏
页码:2204 / 2211
页数:8
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