{"title":"Genetic Algorithm Optimized Memory Polynomial digital pre-distorter for RF power amplifiers","authors":"Riaz Mondal, T. Ristaniemi, Munzura Doula","doi":"10.1109/WCSP.2013.6677117","DOIUrl":"https://doi.org/10.1109/WCSP.2013.6677117","url":null,"abstract":"Digital pre-distortion (DPD) is an efficient way of linearizing RF power amplifiers in wireless communications transmitters. Memory Polynomial and Generalized Memory Polynomial methods are two such successful methods capable of reducing spectral regrowth of high power amplifiers with memory effect. However, these methods often need a large number of coefficients, which makes these methods less cost efficient. In this paper we present an effective method based on Genetic Algorithm to simultaneously reduce the number of coefficient and optimize the performance of Memory Polynomial (MP) and Generalized Memory Polynomial (GMP) Radio Frequency (RF) power amplifier pre-distorters. The proposed method is validated using a single carrier WCDMA signal using an indirect learning architecture. In comparison with the MP model, the proposed model shows improved adjacent channel power ratio performance in the DPD application with 42% reduction in the number of coefficients. In comparison with the GMP model, the proposed model achieves higher model accuracy and better DPD performance, but reduces 25% of coefficients.","PeriodicalId":342639,"journal":{"name":"2013 International Conference on Wireless Communications and Signal Processing","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125297810","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Performance analysis of eigenvalue-based sensing algorithm with Monte-Carlo threshold","authors":"Lei Wang, B. Zheng, Jingwu Cui, Haifeng Hu","doi":"10.1109/WCSP.2013.6677195","DOIUrl":"https://doi.org/10.1109/WCSP.2013.6677195","url":null,"abstract":"Eigenvalue-based spectrum sensing algorithms, such as the maximum-minimum eigenvalue (MME) algorithm and the Marčhenko-Pastur (MP) law based algorithm, are based on the asymptotic behavior of large random matrices and have very high sensing performance with an appropriate threshold. The advantage of such algorithms is that they can work very well without the estimation of noise variance, and this feature is very attractive for practical applications because of the hardness of obtaining an exact noise variance. In practical applications, threshold-setting is the key problem of such algorithms and it is important to find a simple and efficient way to make it work well with any specific dimensions (i.e. the sizes of samples and transceivers). In this paper, a Monte-Carlo threshold is provided, which shows how eigenvalue-based spectrum sensing algorithm can work well with the new threshold for any specific dimensions. Performance analysis over the E-UTRA channel model in 3GPP LTE demonstrate that, compared with the original MME detection and the MP-law-based detection, as well as the classical energy detection, the improved scheme with Monte-Carlo threshold offers superior detection performance.","PeriodicalId":342639,"journal":{"name":"2013 International Conference on Wireless Communications and Signal Processing","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128186581","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
J. Dai, Jingwei Liang, Ming Chen, Yang Li, Jun Zhou, Yang Zhou
{"title":"Research on the cooperative BSs' number of coordinated Multi-Point Transmission with perfect feedback","authors":"J. Dai, Jingwei Liang, Ming Chen, Yang Li, Jun Zhou, Yang Zhou","doi":"10.1109/WCSP.2013.6677156","DOIUrl":"https://doi.org/10.1109/WCSP.2013.6677156","url":null,"abstract":"The paper studies regional planning issues of Coordinated Multi-Point (CoMP) Transmission with perfect feedback under single-user scenario. Given the downlink received signal expression and the definition of penalty factor, the net ergodic capacity optimization problem is derived. For this optimization problem, the capacity of non-CoMP and CoMP is analyzed and the optimization goal is simplified. Then the relation between net ergodic capacity and cooperative BSs' number is analyzed. Simulation results show that the theoretical analysis curves are consistent with the results obtained by Monte Carlo simulation.","PeriodicalId":342639,"journal":{"name":"2013 International Conference on Wireless Communications and Signal Processing","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125757830","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Cost effective hardware based demosaicking algorithm for embedded system","authors":"Junshi Liu, Yun Pan, Wenkai Ding, R. Huan","doi":"10.1109/WCSP.2013.6677199","DOIUrl":"https://doi.org/10.1109/WCSP.2013.6677199","url":null,"abstract":"With the growing need of the high quality image captured by the camera in smartphones and other portable equipment, it is necessary to implement the demosaicking algorithm hardcore into the embedded system to balance the tradeoff between the power and performance. However, current demosaicking algorithms either produce poor image quality due to their focus on low cost hardware, or are too complex to be implemented into the embedded system. In this paper, we propose a cost effective demosaicking algorithm based on edge-orientation map and realize the algorithm in hardware. The proposed algorithm can reduce great hardware cost by adjusting the interpolation flow and simplifying the topology of edge-orientation map. The algorithm has been verified to be high performance by subjective measurement and color peak signal to noise ratio (CPSNR) and has been implemented in Altera FPGA with greatly reduced resources and a real time speed of 200MHz.","PeriodicalId":342639,"journal":{"name":"2013 International Conference on Wireless Communications and Signal Processing","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125158040","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Guan Gui, Shinya Kumagai, A. Mehbodniya, F. Adachi
{"title":"Variable is good: Adaptive sparse channel estimation using VSS-ZA-NLMS algorithm","authors":"Guan Gui, Shinya Kumagai, A. Mehbodniya, F. Adachi","doi":"10.1109/WCSP.2013.6677215","DOIUrl":"https://doi.org/10.1109/WCSP.2013.6677215","url":null,"abstract":"Broadband wireless communication often requires accurate channel state information (CSI) at the receiver side due to the fact that broadband channel is described well by sparse channel model. To exploit the channel sparsity, invariable step-size zero-attracting normalized least mean square (ISS-ZA-NLMS) algorithm was applied in adaptive sparse channel estimation (ASCE). However, ISS-ZA-NLMS cannot trade off the algorithm convergence rate, estimation performance and computational cost. In this paper, we propose a variable step-size ZA-NLMS (VSS-ZA-NLMS) algorithm to improve the adaptive sparse channel estimation in terms of bit error rate (BER) and mean square error (MSE) metrics. First, we derive the proposed algorithm and explain the difference between VSS-ZA-NLMS and ISS-ZA-NLMS algorithms. Later, to verify the effectiveness of the proposed algorithm, several selected computer simulation results are shown.","PeriodicalId":342639,"journal":{"name":"2013 International Conference on Wireless Communications and Signal Processing","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122695171","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yiyang Ni, Shi Jin, Ran Tian, Kai‐Kit Wong, Hongbo Zhu, S. Shao
{"title":"Outage analysis for device-to-device communication assisted by two-way decode-and-forward relaying","authors":"Yiyang Ni, Shi Jin, Ran Tian, Kai‐Kit Wong, Hongbo Zhu, S. Shao","doi":"10.1109/WCSP.2013.6677242","DOIUrl":"https://doi.org/10.1109/WCSP.2013.6677242","url":null,"abstract":"In this paper, we investigate the outage probability of device-to-device (D2D) communication assisted by decode-and-forward (DF) relay node and that using traditional strategy. We assume all terminals are equipped with single-antenna. We first derive closed-form expressions for the outage probability of the D2D link under asymmetrical and symmetrical cases respectively. Then we derive tight approximations of the outage behavior in the high signal-to-noise (SNR) regime under the two cases. Based on these results, we then show that the D2D communication aided by DF relay node gains advantages over that of the traditional strategy without extra power. Numerical results demonstrate that the analytical results are accurate on various conditions.","PeriodicalId":342639,"journal":{"name":"2013 International Conference on Wireless Communications and Signal Processing","volume":"87 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124998037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Junfei Yang, Jingyu Hua, Weidang Lu, L. Meng, Bin Jiang
{"title":"Generation of 3-D physical fading channel with non-isotropic scattering","authors":"Junfei Yang, Jingyu Hua, Weidang Lu, L. Meng, Bin Jiang","doi":"10.1109/WCSP.2013.6677106","DOIUrl":"https://doi.org/10.1109/WCSP.2013.6677106","url":null,"abstract":"This paper presents the application of autoregressive (AR) methods in 3-D fading channel modeling and generation. It employs the AR method to yield the filter coefficient in the 3D and non-isotropic scattering environment, and derives the channel statistics from the geometry-based stochastic channel model (GSCM). Simulations show that the statistical variable of simulated channel agrees with the referenced model. Moreover, by exploiting the Agilent advanced design systems (ADS) software and the Agilent E4432B vector signal generator, the above AR model can be realized in ADS, and then the physical fading channel can be generated through the E4432B instrument. The tests of frequency analyzer demonstrate that the proposed scheme can generate the physical fading channel precisely by the design requirement.","PeriodicalId":342639,"journal":{"name":"2013 International Conference on Wireless Communications and Signal Processing","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125097975","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Design of wireless optical access system using LED based android mobile","authors":"Lipeng Fan, L. Ding, Fang Liu, Yongjin Wang","doi":"10.1109/WCSP.2013.6677087","DOIUrl":"https://doi.org/10.1109/WCSP.2013.6677087","url":null,"abstract":"This report develops a prototype to demonstrate a directional wireless visible light communication (VLC) system based on Android Mobile. In this system, Two android mobiles can transmit local data to each other simultaneously. The system consists of two parts, the hardware and the software. The design of hardware is based on the USB port integrated in the Android Mobile. The development of software utilizes the protocol of AOA (Android Open Accessory) which is a new feature in Android 3.1 or more advanced version whereby a USB host device can connect to the Android device, allowing data transmission between Android devices over USB interfaces. Thus, the driver of the hardware needn't be added into the kernel of android. Combing with a USB port on one board, it can achieve up to 2Mbps bit rates error free, which is mainly limited to the USB bridge circuit between two mobiles for data transmission such as text, audio and video. The software is used to set the transmission data rate, control bits, check bits so as to achieve real-time and directional transmission between two mobile devices with a USB port. This paper also shows the experimental results of the Q-factor of the eye diagram and bit rate during system transmission. The range and the angle of communication are also discussed in the paper.","PeriodicalId":342639,"journal":{"name":"2013 International Conference on Wireless Communications and Signal Processing","volume":"43 15","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131722608","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Performance of multiple relay selection with QoS requirement for cooperative relay networks","authors":"Kang Song, Baofeng Ji, Yongming Huang, Luxi Yang","doi":"10.1109/WCSP.2013.6677239","DOIUrl":"https://doi.org/10.1109/WCSP.2013.6677239","url":null,"abstract":"This paper investigates the performance of the multiple relay selection scheme where more than one relay participates in the relaying. We consider a network consisting of one source node, one destination node and several relay nodes, which are used to aid communication between source and destination. With the help of order statistics, the performance of the system is analyzed. By deriving probability density function (PDF) and cumulative density function (CDF) of the receive signal, the outage probability, bit error ratio (BER) and capacity of the system are obtained. With these results, a quality-of-service (QoS) based multiple relay selection scheme is proposed such that the number of selected relays is simply determined by the QoS constraint and transmit signal-to-noise ratio (SNR). All analytical results are validated via Monte Carlo simulation.","PeriodicalId":342639,"journal":{"name":"2013 International Conference on Wireless Communications and Signal Processing","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128255405","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Switched model sets-based estimators for mobile localization in rough NLOS conditions","authors":"Tan-Jan Ho","doi":"10.1109/WCSP.2013.6677189","DOIUrl":"https://doi.org/10.1109/WCSP.2013.6677189","url":null,"abstract":"In this paper, we first present a novel switched model sets-based interacting multiple-model (SMS-IMM) algorithm for urban mobile location estimation. Two state-space model sets are considered. The model set 1 only covers the dynamics of a mobile station without taking the non-line-of-sight (NLOS) bias variation into account. The model set 2 consists of the modeling of the MS dynamics and the NLOS bias variation expressed as a random walk process. The IMM using the model set 1 can perform better than the IMM using the model set 2 when the line-of-sight (LOS) condition takes place. This phenomenon can be reversed when the NLOS condition occurs. The proposed SMS-IMM algorithm takes the advantage of the switching between the two model sets so that the sight conditions and the MS locations can be estimated more accurately. Next, we extend the SMS-IMM to a SMS-fuzzy-tuned-IMM for further performance improvement. Simulation results demonstrate the superior performance of the proposed algorithms.","PeriodicalId":342639,"journal":{"name":"2013 International Conference on Wireless Communications and Signal Processing","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130583694","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}