{"title":"Bayesian compressive spectrum sensing joint DOA estimation and polarization signal processing","authors":"Xuekang Sun, R. Zhou, Kun Su, Li Gao, Muyan Ma","doi":"10.1109/WPMC.2017.8301879","DOIUrl":"https://doi.org/10.1109/WPMC.2017.8301879","url":null,"abstract":"In this paper, we proposed a Bayesian compressive spectrum sensing (BCSS) joint direction of arrival (DOA) estimation and polarization signal processing with adaptive threshold (ADD-BCS) in a dual polarization antenna (DPA) receiving system. In this scheme, we first use Bayesian sampling matrix to achieve the compressive sensing data in two branches of a dual polarization antenna separately, before a proposed fusion model which aims to decrease the amount of complex computation is used. Then, DOA estimation and adaptive threshold are introduced to increase the accuracy and efficiency of wideband spectrum sensing. The simulation results show that this method is more accurate and faster in compressing and recovering signals.","PeriodicalId":239243,"journal":{"name":"2017 20th International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"95 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124500112","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":"Spatio-temporal stochastic modeling of heterogeneous cellular networks: Security and delay analysis","authors":"B. Wang, Kaizhi Huang","doi":"10.1109/WPMC.2017.8301841","DOIUrl":"https://doi.org/10.1109/WPMC.2017.8301841","url":null,"abstract":"Security and delay are both of extremely important due to the fact that the fifth generation (5G) wireless networks aims to achieve high level of security and low delay. In this paper, considering the randomness of base stations in space and dynamic user traffic arrivals in time, we first develop a novel traffic-aware spatio-temporal mathematical framework in an open access A\"-tier heterogeneous cellular network (HCN) based on stochastic geometry theory and queuing theory. On the basis of the spatio-temporal framework, we then investigate the security and delay performance. It is demonstrated that there is a tradeoff between packet transmission delay and secrecy transmission rate, which is caused by the packet arrival probability. Finally, simulation experiments are conducted to validate the correctness and usefulness of our theoretical conclusions.","PeriodicalId":239243,"journal":{"name":"2017 20th International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125987305","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":"A deep learning based handover mechanism for UAV networks","authors":"Hanzhang Yang, Bo Hu, Lei Wang","doi":"10.1109/WPMC.2017.8301842","DOIUrl":"https://doi.org/10.1109/WPMC.2017.8301842","url":null,"abstract":"The attractive feature of conveniently deployed as an aerial access point (AP) to provide coverage and improve network performance, has made the Unmanned Aerial Vehicle (UAV) networks a research hotspot. In this paper, an UAV handover mechanism in the three-dimensional space is proposed. We build and train user trajectory prediction model based on neural network. Then we described the handover mechanism under the condition of predicted trajectory and the constructed signal transmission model in UAV networks. Simulation results show that compared to the traditional handover algorithm, our scheme nearly 10% higher in handover success rate.","PeriodicalId":239243,"journal":{"name":"2017 20th International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124764111","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}
Hiroaki Sudo, K. Kosaka, H. Kanemoto, N. Gejoh, Takeshi Yasunaga, M. Uesugi
{"title":"Study of spectrum sensing scheme using received power within preamble signals","authors":"Hiroaki Sudo, K. Kosaka, H. Kanemoto, N. Gejoh, Takeshi Yasunaga, M. Uesugi","doi":"10.1109/WPMC.2017.8301881","DOIUrl":"https://doi.org/10.1109/WPMC.2017.8301881","url":null,"abstract":"Time Division Duplex (TDD)-based bidirectional digital field pick-up unit (FPU) system is now being studied. This new digital FPU system shares its frequency band with other wireless systems. Therefore, digital FPU system should detect and avoid the interference from other systems of which the signal format is unknown. To FPU system, it is impossible to apply conventional spectrum sensing schemes which detect known signals such as preamble in other systems. We studied the spectrum sensing scheme using the received power within preamble signals of FPU system. From the results of the baseband link-level computer simulation, it was confirmed that the proposed scheme achieved an excellent performance of the interference detection (the interference false detection rate both with and without the presence of the interference).","PeriodicalId":239243,"journal":{"name":"2017 20th International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"24 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128572359","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":"Wifi channel selection based on load criteria","authors":"Danielle Saliba, Rodrigue Imad, S. Houcke","doi":"10.1109/WPMC.2017.8301833","DOIUrl":"https://doi.org/10.1109/WPMC.2017.8301833","url":null,"abstract":"With the increasing demand for wireless communication systems, while Heterogeneous Networks (Het-Nets) are under study toward 5G technology in mobile communication systems, WiFi Access Points (APs) are considered a potential layer within those multiple Radio Access Technologies (RATs). Significant network capacity gain can be achieved not only through aggressive reuse of spectrum across the multiple tiers in the network, but also by integrating WiFi in the mobile network through additional spectrum in un-licensed bands. Different criteria should be investigated in order to allow both the WiFi APs and the end user to operate on the best suitable channel, where the basic one of those criteria is the \"load\" of the operating channels. We propose in this paper an accurate algorithm for the estimation of WiFi 802.11n physical channels load through 3 channels observations only. Once the channel load is estimated using the proposed algorithm, the channel assignment based on the minimal load value is acquired, thus providing faster response of an AP channel selection and faster end user connection for better Quality of Experience (QoE).","PeriodicalId":239243,"journal":{"name":"2017 20th International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130572211","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":"A comprehensive study of universal time-domain windowed OFDM-based LTE downlink system","authors":"K. Mizutani, T. Matsumura, H. Harada","doi":"10.1109/WPMC.2017.8301823","DOIUrl":"https://doi.org/10.1109/WPMC.2017.8301823","url":null,"abstract":"For the 5G system and beyond, several new-waveforms with low out-of-band emission (OOBE) have been proposed to improve spectral efficiency. The universal timedomain windowed OFDM (UTW-OFDM) have been proposed as a waveform that has the low OOBE characteristics and high compatibility with the conventional cyclic prefix OFDM (CP-OFDM)-based systems. To indicate the feasibility of the UTW-OFDM-based system in the 5G and beyond, the comprehensive evaluation of the UTW-OFDM-based LTE system is important, however, the evaluation of the UTW-OFDM-based LTE system complexity has been not reported. Furthermore, the communication quality of the UTW-OFDM-based LTE system was evaluated by using BER characteristics on the short delay multipath propagation channel in the previous studies. In this paper, to show the feasibility of the UTW-OFDM for the 5G and beyond, the complexity of the UTW-OFDM-based LTE downlink (DL) system is evaluated and compared with one of the LTE-DL system with the conventional CP-OFDM and the filtering-based waveform (UF-OFDM). The complexity of the conventional CP-OFDM-based system and the UTW-OFDM-based system is about 0.45 % of the complexity of the UF-OFDM-based system. Furthermore, the communication quality of the UTW-OFDM-based LTE-DL system is evaluated by using BLER on the 3GPP Extended Typical Urban (ETU) channel model with the 70 Hz Doppler shift. The UTW-OFDM-based LTE-DL system can improve the OOBE of the conventional CP-OFDM-based LTE-DL system by 45 dB with only 2.0 dB deterioration of EN0 to achieve BLER = 10−1 even if the 64QAM is applied with a half coding rate.","PeriodicalId":239243,"journal":{"name":"2017 20th International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"256 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121345543","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":"A full-duplex SWIPT relaying protocol based on discrete energy state","authors":"Zhiqiao Nie, Rui Zhao, Yuanjian Li, Xing Tan","doi":"10.1109/WPMC.2017.8301864","DOIUrl":"https://doi.org/10.1109/WPMC.2017.8301864","url":null,"abstract":"In this paper, a new transmission protocol is proposed to improve the performance of the power-splitting energy harvesting relaying system. Since the decode-and-forward relay operates in the full-duplex mode, the relay energy state exhibits a complex charge-discharge behavior. Based on the discretization of the relay battery energy, the transfer probability of the relay energy state is analyzed by using the Markov chain, and the initial distribution of the relay energy state is presented. We further derive the closed-form expression of the outage probability. The numerical results verify the accuracy of the derived closed-form expression and reveal the influence of the power allocation factor and the relay transmit power on the system performance.","PeriodicalId":239243,"journal":{"name":"2017 20th International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121695794","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":"Reduced complexity decoder for FDD MIMO beamforming systems with large antenna arrays","authors":"G. Villardi, K. Ishizu, F. Kojima","doi":"10.1109/WPMC.2017.8301825","DOIUrl":"https://doi.org/10.1109/WPMC.2017.8301825","url":null,"abstract":"It is of great interest to develop larger scale multiple-input-multiple-output (MIMO) technology based on frequency division duplexing (FDD) for backward compatibility with existing standards and already deployed cellular networks. One hindrance to the FDD approach is the codeword search complexity performed by the decoder, which is known to scale with the number of transmit antennas Nt in a system. The codeword search complexity does not scale linearly and soon becomes infeasible even for the moderately large MIMO systems expected in the very near future. We address this problem by proposing a ‘natural sequence based orthogonal codebook’ and an ‘intra-array interference magnitude’ (IIM) framework for decoding in MIMO based on quantized equal gain transmission (QEGT) that altogether tremendously simplifies the codeword search problem despite suffering from only a small sacrifice in performance.","PeriodicalId":239243,"journal":{"name":"2017 20th International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"87 7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127997850","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":"Feature selection based on network maximal correlation","authors":"Xiaokang Yang, Qiang Wang, Yi Wang","doi":"10.1109/WPMC.2017.8301854","DOIUrl":"https://doi.org/10.1109/WPMC.2017.8301854","url":null,"abstract":"Feature selection can effectively increase the accuracy of machine learning and improve the efficiency of the algorithm. Therefore, it has emerged as a critical technology related to data mining, machine learning, and has shown great impacts in many applications, including biomedical, financial and communication. However, the increase in data dimension poses a serious challenge to many existing feature selection methods in terms of effectiveness and efficiency. Hirschfeld-Gebelein-Renyi maximal correlation is a effective measure of the correlation between variables. In this paper, with this measure, we proposed a improved Network Maximal Correlation (NMC) model. It can quickly and effectively calculate the statistical dependence between feature set and label variable. Further, based on the Recursive Feature Elimination (RFE) algorithm, a new NMC-RFE feature selection method is Further proposed. The experimental results show that the proposed method can obtain much better feature subsets from high dimensional data sets with faster calculation speed and better accuracy.","PeriodicalId":239243,"journal":{"name":"2017 20th International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"61 11","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131521235","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}
Hiroto Kuriki, K. Mizutani, T. Matsumura, H. Harada
{"title":"Time-domain channel equalization for subcarrier spacing compressed FDM with SC-MMSE turbo equalization receiver","authors":"Hiroto Kuriki, K. Mizutani, T. Matsumura, H. Harada","doi":"10.1109/WPMC.2017.8301797","DOIUrl":"https://doi.org/10.1109/WPMC.2017.8301797","url":null,"abstract":"Subcarrier spacing compressed frequency division multiplexing (SSC-FDM) has been widely researched as one of the digital multi-carrier modulation schemes for the beyond 5th generation mobile communication system. The SSC-FDM arranges subcarriers non-orthogonally in the frequency domain and improves spectral efficiency by compressing the channel bandwidth compared to the conventional orthogonal frequency division multiplexing (OFDM). On the other hand, the inter-carrier inference (ICI) mainly caused by overlapped adjacent subcarriers deteriorates the communication quality. The SSC-FDM using soft canceller followed by minimum square error filter (SC-MMSE) turbo equalization has been reported to remove the ICI in the additive white Gaussian noise (AWGN) environment, while no meaningful result in the multipath fading environment has been reported at present. In addition, the SSC-FDM poses considerable difficulties in proper channel estimation and equalization in the frequency domain due to the non-orthogonal subcarrier arrangement. In this paper, we propose a receiver architecture in which time-domain equalization schemes are applied to the SSC-FDM using SC-MMSE turbo equalization, assuming the mobile communication system. In addition, the usefulness of the proposed scheme is discussed with regard to the block error rate (BLER) and throughput performance in the multipath fading environment by computer simulation.","PeriodicalId":239243,"journal":{"name":"2017 20th International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133302711","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}