{"title":"A single node vehicle detection system using an adaptive signal adjustment technique","authors":"Young-Jin Kwon, Do-Hyun Kim, K. Choi","doi":"10.1109/WPMC.2017.8301836","DOIUrl":"https://doi.org/10.1109/WPMC.2017.8301836","url":null,"abstract":"Vehicle detection is essential to build intelligent transportation systems, estimating vehicle speed and traffic congestion, and providing various services such as parking assist and route guidance systems, etc. Many approaches have been reported based on various sensors and technologies such as inductive loop detector, radar, and CCD camera, wireless sensor networks. In this paper, a single node vehicle detection and speed estimation system using geomagnetic sensors with wireless sensor networks is presented. In the proposed system, two geomagnetic sensors are installed, separated by 20 cm within a single board, and a novel adaptive signal adjusting algorithm followed by a simplified cross-correlation technique is applied, calculating the similarity of signals from the two magnetic sensors. According to our simulations, the proposed system shows over 97 percent accuracy for vehicle speed estimation.","PeriodicalId":239243,"journal":{"name":"2017 20th International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"2 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":"132029971","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":"Supporting system for fishery resource management utilizing convolutional neural network","authors":"H. Taka, Taishi Sasaki, M. Wada","doi":"10.1109/WPMC.2017.8301853","DOIUrl":"https://doi.org/10.1109/WPMC.2017.8301853","url":null,"abstract":"In recent years, the amount of parent fish stock of Pacific bluefin tuna is decreasing. For this reason, efforts are underway to protect tuna resources in countries around the world. In Japan, an upper limit value of the catch amount is set, and when there is a possibility that the catch amount may exceed the upper limit value, the fishing operation is refrained to protect tuna resources. The set-net fishing covered in this research is a passive fishing method, it is almost impossible to avoid or catch only certain fish species. In addition, if the fixed net fishing is prohibited, the income of fishermen is lost because of fish species other than tuna aren't also caught. In this paper, we propose a method aiming at compatibility between resource protection of tuna and income guarantee of fishermen. An acoustic image of the 30-minute interval obtained by the fish finder is divided into a plurality of divided images, and whether or not the response of tuna is included by convolution neural network (CNN). Finally, based on the identification result of the divided image, it is judged whether the acoustic data of 30 minutes includes tuna. In this paper, to evaluate the performance of the proposed method, we derived the discrimination accuracy of the proposed method, and we also estimated the tuna resource protection effect when applying the proposed method, and the decrease rate of catch.","PeriodicalId":239243,"journal":{"name":"2017 20th International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"21 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":"124983310","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 smooth-trajectory mobility model for airborne networks","authors":"Yuewu Dong, Muqing Wu","doi":"10.1109/WPMC.2017.8301845","DOIUrl":"https://doi.org/10.1109/WPMC.2017.8301845","url":null,"abstract":"Mobility models used for the design and evaluation of routing protocols for airborne networks (ANs) must catch the mobility features of the airborne vehicles. Airborne vehicles in ANs show different mobility features, such as moving with high speed and subject to some physical constraints. But existing mobility models have limitations for ANs such as sharp turn, sudden stop, etc. So, we propose a new mobility model, smooth-trajectory mobility model. According to the movement pattern of this model, the airborne vehicles randomly choose to move straight forward or make clockwise turn (or counterclockwise turn) at the transition instants to mimic the realistic movement. And to ensure smooth trajectories, the vehicles do not change their heading directions at transition instants. Because node spatial distribution is a fundamental feature of a mobility model, we first prove that the uniform distributions of location and heading direction are remained if there is a uniform initialization. Secondly, through stability analysis, we show location and heading direction are uniformly distributed regardless of the initial distribution. Also, we validate the theoretic results by simulation. Furthermore, by changing the parameters of this model, we can extend it to various mobility models.","PeriodicalId":239243,"journal":{"name":"2017 20th International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"41 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":"116616484","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":"On throughput optimization for coded OFDM with variable cyclic prefix length","authors":"Masaya Arakawa, H. Ochiai","doi":"10.1109/WPMC.2017.8301857","DOIUrl":"https://doi.org/10.1109/WPMC.2017.8301857","url":null,"abstract":"Orthogonal frequency-division multiplexing (OFDM) generally gains its resistance against channel delay spread by insertion of cyclic prefix (CP). In principle, the intersymbol interference (ISI) as well as inter-carrier interference (ICI) can be avoided provided that the CP length is longer than the effective channel delay spread. However, the delay spread is not known a priori in general, and increasing CP length also leads to reduction of spectral efficiency, especially when the number of subcarriers in the OFDM system is small. In this work, under the framework of BICM-OFDM where capacity approaching channel codes are employed, we first attempt to mitigate the degradation caused by the excessive channel delay spread by appropriately adjusting the decoder metric that takes into account the resulting signal-to-interference-plus-noise ratio (SINR). Furthermore, based on the trade-off between the achievable SINR and spectral efficiency, we attempt to optimize the CP length such that the throughput is maximized.","PeriodicalId":239243,"journal":{"name":"2017 20th International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"40 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":"116681000","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":"Theoretical analysis of interference canceler using modified hermite polynomials based orthogonal matched filter for IR-UWB systems in AWGN and interference channel","authors":"Takumi Kobayashi, C. Sugimoto, R. Kohno","doi":"10.1109/WPMC.2017.8301793","DOIUrl":"https://doi.org/10.1109/WPMC.2017.8301793","url":null,"abstract":"Ultra wide-band (UWB) radio communication is well known as a technology which realizes highly dependable, low impact to human body and high capacity wireless communication technology. Wireless body area network (WBAN) such as IEEE802.15.6. The authors have proposed an interference mitigation method using orthogonal matched filter (OMF) based on the modified Hermite polynomials. This paper provides the performance bound, optimal solution and the theoretical performance limit under the condition that both of interference and noise exist.","PeriodicalId":239243,"journal":{"name":"2017 20th International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"24 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":"126872881","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":"Improving cellular coverage through UAVs","authors":"U. Urosevic, Z. Veljovic, M. Pejanovic","doi":"10.1109/WPMC.2017.8301892","DOIUrl":"https://doi.org/10.1109/WPMC.2017.8301892","url":null,"abstract":"Cellular covering of big events can be sometimes difficult, due to the fact that places of happening in network planning are not assumed to be so crowded. Also, in present social networks one of the key characteristics is tremendous increasing of uplink live streams. In these situations it is often critical to provide appropriate quality of service. A solution for meeting these requirements is implementation of unmanned aerial vehicles (UAVs) that can act as relays between base station (BS) and mobile units (MUs). Here, we considered several practical scenarios for UAVs implementation, and proposed one new solution for distributed realization of space diversity, i.e. multiple input multiple output (MIMO) channel between MUs and BS.","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":"126318347","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}
S. Matsufuji, Sho Kuroda, Y. Ida, Takahiro Matsumoto
{"title":"A study on matched filter banks of p-phase ZCZ codes","authors":"S. Matsufuji, Sho Kuroda, Y. Ida, Takahiro Matsumoto","doi":"10.1109/WPMC.2017.8301808","DOIUrl":"https://doi.org/10.1109/WPMC.2017.8301808","url":null,"abstract":"A set of sequences with a zero correlation zone named as a ZCZ code can provide CDMA systems with interference free performance called ZCZ-CDMA. A ZCZ code with the slightly large zero correlation zone, in which family size reaches the mathematical upper bound, may be used to offer a CDMA system with high stability and transmission efficiency in inferior channel environment. This paper designs a matched filter bank (MFB) of p-phase ZCZ codes with the above properties, which can simultaneously take correlation between a received symbol sequence and every sequence in the ZCZ code, and can be designed by the minimum number of circuit elements. The MFB will provide a ZCZ-CDMA module which can construct a network system flexibly, since it can detect all data bits at the same time and can utilize them.","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":"129064932","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}
Toru Mochida, D. Nozaki, K. Okamoto, Xin Qi, Zheng Wen, Takuro Sato, Keping Yu
{"title":"Naming scheme using NLP machine learning method for network weather monitoring system based on ICN","authors":"Toru Mochida, D. Nozaki, K. Okamoto, Xin Qi, Zheng Wen, Takuro Sato, Keping Yu","doi":"10.1109/WPMC.2017.8301851","DOIUrl":"https://doi.org/10.1109/WPMC.2017.8301851","url":null,"abstract":"The market for IoT devices has been expanding rapidly for several years, and many fields are anticipating further demand in the future. However, together with this expansion, increased communication failures are expected, and solutions to prevent them are needed. Here, we aim to solve communication problems using a new network, called the CCN x (Contents Centric Networking), which is one of the leading ICN (Information Centric Networking) solutions. Our system was constructed by assuming the case of a weather monitoring IoT application in which large data communications were very likely to occur. In this paper, we propose a technique for distributing meteorological data gathered with a weather observation device and 4K camera by ICN, and caching content with a new Naming scheme using machine learning.","PeriodicalId":239243,"journal":{"name":"2017 20th International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"214 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":"124204675","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}
T. Matsumura, Kazuo Ibuka, K. Ishizu, H. Murakami, F. Kojima
{"title":"Concept, design, and prototype of shared base station supporting millimeter waves for 5G cellular networks","authors":"T. Matsumura, Kazuo Ibuka, K. Ishizu, H. Murakami, F. Kojima","doi":"10.1109/WPMC.2017.8301827","DOIUrl":"https://doi.org/10.1109/WPMC.2017.8301827","url":null,"abstract":"In the 5G cellular networks, micro-cells using mmW (millimeter Wave) bands will be densely deployed to enhance communication speed and capacity. On the other hand, mobile network operators are facing a significant challenge of how to realize ultra-dense micro-cell networks in a cost-effective manner. Recently, a new concept of network sharing toward multi-tenancy networks has been proposed and studied. In this concept, network resources including the BS (Base Station) are shared by multiple operators, resulting in significant cost reduction. In this respect, the shared BS needs to support several RATs (Radio Access Technologies) including mmW bands for providing a variety of communication systems. In this study, we prototype a shared BS supporting mmW bands based on the LTE system, by applying the frequency conversion technology to the off-the-shelf LTE eNB. This shared BS is mainly composed of an IF transceiver unit for the 4.5 GHz band and RF converter units for 28 GHz and 32 GHz bands. In addition, by applying the same architecture to the off-the-shelf UE, we successfully demonstrate the data transmission between the shared BS and the UE in 4.5 GHz, 28 GHz, and 32 GHz bands.","PeriodicalId":239243,"journal":{"name":"2017 20th International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"80 6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113971909","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":"Sparse chaos code multiple access scheme achieving larger capacity and physical layer security","authors":"E. Okamoto, Naoto Horiike, Tetsuya Yamamoto","doi":"10.1109/WPMC.2017.8301884","DOIUrl":"https://doi.org/10.1109/WPMC.2017.8301884","url":null,"abstract":"Massive machine-type communications (mMTC) scenarios that can accommodate Internet of things (IoT) device communications are currently being considered for implementation in fifth generation mobile communication systems. To support the dynamic traffic present in mMTC systems, grant-free non-orthogonal multiple access schemes have been proposed. In these schemes, both system capacity enhancement and transmit protocol simplification are achieved, and an overloaded transmission of more than one hundred percent of the capacity of the number of transmit samples is conducted. However, demand still exists for more capacity to accommodate massive devices. On the other hand, a simple method for ensuring the security of mMTC systems is required to suppress the energy consumption of IoT devices and reduce the amount of signal processing required at the central receive stations. In this paper, to satisfy these requirements, we propose a novel grant-free sparse chaos code multiple access (GF-SCCMA) scheme for mMTC systems in which sparse code multiple access is supplied based on chaos signals and physical layer security is ensured. GF-SCCMA is a non-orthogonal multiple access scheme in which only pairs sharing common keys can decode data by utilizing a chaotic codebook of transmission sequences. Furthermore, the distribution of the output log likelihood ratio is improved by using chaos-based quasi-Gaussian modulation, and enhancement of the capacity is achieved for conventional schemes when the outer channel code is concatenated. The improved performances in terms of capacity and security are shown through numerical simulations.","PeriodicalId":239243,"journal":{"name":"2017 20th International Symposium on Wireless Personal Multimedia Communications (WPMC)","volume":"29 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":"114453102","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}