Cramer-Rao lower bounds and maximum likelihood timing synchronization for dirty template UWB communications

被引:3
|
作者
Alhakim, Rshdee [1 ]
Raoof, Kosai [2 ]
Simeu, Emmanuel [1 ]
Serrestou, Youssef [3 ]
机构
[1] Grenoble Univ, TIMA Lab, F-38031 Grenoble, France
[2] Univ Maine, LAUM Lab, F-72085 Le Mans, France
[3] Acad Grenoble, F-26021 Valence, France
关键词
Synchronization; Timing acquisition; Ultra-wideband (UWB); Dirty template (DT); Cramer-Rao lower bound (CRLB); Maximum likelihood estimator (MLE); ACQUISITION;
D O I
10.1007/s11760-011-0265-1
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
Timing acquisition constitutes a major challenge in realizing ultra-wideband communications. In this paper, we propose the timing with dirty template (TDT) approach as a promising candidate for achieving rapid, accurate and low-complexity acquisition. We describe the dirty template (DT) technique, in order to develop and test timing algorithms in both modes: data-aided (DA) and non-data- aided (NDA) modes. First, we derive the Cramer-Rao lower bound, which is used as a fundamental performance limit for any timing estimator. Next, the TDT acquisition estimator is achieved by using the Maximum Likelihood concept. Then we propose a new method, based on Time-Hoping codes, to improve the performance estimation of the original dirty template algorithms. Simulation shows the estimation error results of the modified method in the DA and NDA modes. It confirms the high performance and fast timing acquisition of DA mode, compared with NDA mode, but with less bandwidth efficiency.
引用
收藏
页码:741 / 757
页数:17
相关论文
共 50 条
  • [41] ON ATTAINABLE CRAMER-RAO TYPE LOWER BOUNDS FOR WEIGHTED LOSS FUNCTIONS
    MIKULSKI, PW
    MONSOUR, M
    STATISTICS & PROBABILITY LETTERS, 1988, 7 (01) : 1 - 2
  • [42] CRAMER-RAO TYPE LOWER BOUNDS FOR RELATIVE SENSOR REGISTRATION PROCESS
    Fortunati, Stefano
    Gini, Fulvio
    Greco, Maria
    Farina, Alfonso
    Graziano, Antonio
    Giompapa, Sofia
    18TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO-2010), 2010, : 1028 - 1032
  • [43] Cramer-Rao lower bounds on estimating the parameters of a filtered burst of sinusoid
    Ge, HY
    Tufts, DW
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1997, 33 (02) : 421 - 431
  • [44] Assessment of Cramer-Rao Lower Bounds of WLAN User Location Estimation
    Naik, Udaykumar
    Bapat, Vishram N.
    2014 IEEE GLOBAL CONFERENCE ON WIRELESS COMPUTING AND NETWORKING (GCWCN), 2014, : 129 - 132
  • [45] Cramer-Rao Lower Bounds for Monopulse Calibration Using Clutter Returns
    Prasanth, R. K.
    Titi, G. W.
    2010 IEEE RADAR CONFERENCE, 2010, : 1071 - 1078
  • [46] Lowering the Cramer-Rao lower bounds of variance in randomized response sampling
    Xu, Tonghui
    Sedory, Stephen A.
    Singh, Sarjinder
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2022, 51 (07) : 4112 - 4126
  • [47] The Trouble With Quality Filtering Based on Relative Cramer-Rao Lower Bounds
    Kreis, Roland
    MAGNETIC RESONANCE IN MEDICINE, 2016, 75 (01) : 15 - 18
  • [48] Acoustic velocity measurements in the air by means of Laser Doppler Velocimetry:: Cramer-Rao bounds and maximum likelihood estimation
    Le Duff, A
    Plantier, G
    Valière, JC
    Perdriau, R
    2002 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-IV, PROCEEDINGS, 2002, : 1325 - 1328
  • [49] CRAMER-RAO LOWER BOUNDS FOR ESTIMATORS BASED ON CENSORED-DATA
    WYCKOFF, J
    ENGELHARDT, M
    COMMUNICATIONS IN STATISTICS PART A-THEORY AND METHODS, 1980, 9 (13): : 1385 - 1399
  • [50] Conditional Cramer-Rao Lower Bounds for DOA Estimation and Array Calibration
    Liu, Zhang-Meng
    IEEE SIGNAL PROCESSING LETTERS, 2014, 21 (03) : 361 - 364