Mobile Intelligent Network Lab 210 @

行動智慧型網路實驗室致力於發展通訊網路信號處理的技術,包含利用統計的偵測與估計以及機器學習進行訊號處理,及利用軟體開發通訊系統及網路協定的原型。當通訊傳輸大量增加時,如何顧及通訊最重要的資源包含頻寬與消耗功率,在以單位功率考量下最有效的去融和資料。

Learn about what we do

Research Direction

本實驗室著重於利用軟體開發通訊系統、網路協定與訊號處理技術,包含使用軟體無線電平台 (Software-defined radio)、軟體定義網路 (Software-defined networking)與不同類別的物聯網(Internet of Things)平台。近期也專注於訊號處理的應用,包含應用深度學習進行無線定位 (Wireless Localization)、無線偵測 (Wireless Sensing),以及心臟醫學影像(Medical Imaging)辨識與分析與網路資訊安全 (Network Security)。目前研究方向包含:

Deep Learning for Wireless Sensing

1. Gesture Recognition
2. Indoor Localization

Software-Defined Network

1. Mesh Networks for Security
2. Radar Sensor Networks

Deep Learning for Medical imaging

Indoor Positioning using Channel State Information

Project List

List Topic Funded By Period Role
36 mmWave MIMO Radar-based Device Free Human Localization (基於毫米波多輸入輸出雷達的室內無裝置人員定位技術) MOST Aug. 2021 - July 2022 PI
35 智慧化資安技術研發與標準檢測輔導暨人才培育共享計畫 產學合作計畫 Oct. 2021 - Dec. 2022 Co-PI
34 General RADAR Signal Processing 業界計畫 Dec. 2020 - Nov. 2021 PI
33 SDN-based Wireless Mesh Network for Edge Intelligence (支援邊緣智慧之無線軟體定義網狀網路) MOST Aug. 2020 - July 2021 PI
32 Construction of an invasive coronary angiography-based, cardiovascular imaging core laboratory to develop artificial intelligence-facilitated three-dimentional diagnostic/prediction systems (建置冠狀動脈疾病心導管影像人工智慧核心實驗室,以開發多模式三維影像自動判讀、 冠狀動脈灌流分析、及冠狀動脈疾病預後評估演算平台) MOST Aug. 2020 - July 2023 Co-PI
31 Millimeter Wave Radar Imaging for Automotive Applications IITD-NCTU Apr. 2020 - Mar. 2021 Co-PI
30 Wireless Sensing Techniques 業界計畫 March 2020 - Feb. 2021 Co-PI
29 第五代行動通信系統中的高精度定位技術 NTUT-BIT Jan. 2020 - Dec. 2021 Co-PI
28 基於 RSSI 及 CSI 之 WiFi 聯網定位平台開發 ITRI Dec. 2019 - June. 2019 PI
27 基於 RSSI/CSI-AoA 之室內定位技術 ITRI Aug. 2019 - Dec. 2019 PI
26 教學實踐研究計畫-精通基於開源 API 的通訊網路原型開發 MOE Aug. 2019 - July. 2020 PI
25 108年度智慧聯網技術與應用跨校教學聯盟中心-工業物聯網通訊與雲端軟體平台整合 MOE Apr. 2019 - Mar. 2020 PI
24 跨領域智能與行動科技菁英工程師能力培育中心-物聯網應用工程師實作基地 MOE Dec. 2018 - July. 2021 IoT Member
23 Machine Learning-enhanced CSI-based Location Estimation and Pedestrian Flow Analyzation in Time Variant Environments MOST Aug. 2018 - July. 2021 Co-PI
22 Semi-supervised Learning-based Indoor Positioning using Wi-Fi Systems MOST Aug. 2018 - July. 2020 PI
21 Wi-Fi Fingerprint-Based Indoor Positioning using Deep Learning and Crowdsourcing NTUT-BIT Jan. 2018 - Dec. 2019 Co-PI
20 Learning-based Pedestrian Flow Analysis in Time-varying Indoor Environments CHTTL Feb. 2018 - Jan. 2019 Co-PI
19 基於通道響應的量測機制及室內定位演算法研究與測試 ITRI Nov. 2017 - Oct. 2018 PI
18 Super-Resolution, Compressive-Sensing and Deep-Learning based Network Positioning using Channel Impulse Response (基於多路徑資訊的超解析、壓縮感測、及深度學習網路定位演算法設計與實作) MOST Aug 2017 - July 2018 PI
17 可見光通訊與定位之設計與實作 USTP-NTUT-NTPU Research Cooperation Jan. 2017 - Dec. 2017 PI
16 Talent cultivation program for advanced mobile broadband technology: Software Defined Wireless Networks (行動寬頻尖端技術課程推廣計畫 - 軟體定義無線網路) 教育部 Dec. 2016 - Feb. 2018 Course-PI
15 Design of 5G Location-based Vehicular Networks for Smart Car (適用於智慧車之5G位基型車聯網設計) MOST Aug. 2016 - July 2017 PI
14 新式人機互動技術與設計組 -- 物聯網及雲端技術與應用計畫 發展典範科技大學計畫 Jan. 2016 - Dec. 2016 Member
13 Research on TOA-based Location Estimation Algorithm (基於TOA的定位算法研究) NTUT-USTB Research Cooperation Jan. 2016 - Dec. 2016 PI
12 3GPP室內定位後續研究 USTP-NTUT-NTPU Research Cooperation Jan. 2016 - Dec. 2016 PI
11 Hybrid Network Deployment and Wireless Positioning Algorithms for Indoor Environment (混合式網路佈建及室內位置估算與追蹤技術) U-Media Corp. (宇智網通) July 2015 - June 2016 Co-PI
10 多天線系統應用技術開發(MIMO) 分項, 物聯網及雲端技術與應用計畫 發展典範科技大學計畫 Jan. 2015 - Dec. 2015 Member
9 Research and Implementation on Scientific Equipment Monitoring for Digital Convergent Broadband and Cloud Services II (數位匯流寬頻技術及雲端服務於科技設備監控之研究與運用 第二期:以性侵害犯罪付保護管束人科技設備監控為例) Academic Development Program, Taiwan High Prosecutor Office (臺灣高等法院檢察署科專計畫) Jan. 2015 - Dec. 2015 Co-PI
8 室內定位及3GPP通訊系統研究發展 USTP-NTUT-NTPU Research Cooperation Jan. 2015 - Dec. 2015 PI
7 Distributed Indoor Cooperative Localization (II) (分布式室內協作定位技術研究 II) NTUT-BIT Research Cooperationr Jan. 2015 - Dec. 2015 PI
6 Robust Clustering in Cooperative Vehicular Networks for the Intelligent Carpool Systems (適用於智慧型共乘系統的合作式車載網路強健群聚設計) MOST Aug. 2014 - July 2016 PI
5 Research and Development of Intelligent Carpool Systems (智慧型汽車共乘系統之研發--總計畫) MOST Aug. 2014 - July 2016 Co-PI
4 Distributed Indoor Cooperative Localization (分布式室內協作定位技術研究) NTUT-BIT Research Cooperation May 2014 - Apr. 2015 PI
3 Research and Implementation on Scientific Equipment Monitoring for Digital Convergent Broadband and Cloud Services (數位匯流寬頻技術及雲端服務於科技設備監控之研究與運用計畫:以性侵害犯罪付保護管束人為例) Academic Development Program, Taiwan High Prosecutor Office Mar. 2014 - Dec. 2014 Co-PI
2 Simulation, and Performance Analysis of Network Architectures for Cooperative Localization (合作式定位網路架構之設計、模擬與效能分析) NSC Aug. 2013 - July 2014 PI
1 Real-time Filtering Techniques for Cooperative Localization (合作式定位之即時濾波技術研究) NSC Sep. 2012 - July 2013 PI

LAB Members

Advisor

Graduate Students


謝杰勳

碩一 / 110 入學 / 畢業學校:北科
基於毫米波的人體姿態辨識
t110368025 AT ntut.org.tw

盧柏光

碩一 / 110 入學 / 畢業學校:國立聯合大學
軟體無線網狀網路於邊緣運算的應用
paul88123 AT gmail.com

侯嘉銘

碩一 / 110 入學 / 畢業學校:北科
深度學習於醫學影像的應用
t110368027 AT ntut.org.tw

謝佩芸

碩一 / 110 入學 / 畢業學校:北科
Wi-Fi的室內定位
t110368033 AT ntut.org.tw

何益偉

碩二 / 109 入學 / 畢業學校:北科
Wi-Fi的室內定位
t105360002 AT ntut.org.tw

林濬智

碩二 / 109 入學 / 畢業學校:北科
基於毫米波的人體姿態辨識
t109368038 AT ntut.org.tw

吳嘉菱

碩二 / 109 入學 / 畢業學校:國立聯合大學
深度學習於醫學影像的應用
janna54570 AT gmail.com

陳靖霖

碩二 / 109 入學 / 畢業學校:北科
軟體無線網狀網路於邊緣運算的應用
t105360040 AT ntut.org.tw

Alumni


王才茂

101 入學 / 畢業學校:元智 / Now: 台灣典範半導體公司
Ray Tracing Assisted Location Estimation for Indoor Environment
*IEEE Tran. I&M 2017
email: tinywang0914 AT gmail.com


姚承佑

102 入學 / 畢業學校:虎尾科 / Now: 研華
Design and Implementation of Distributed Transmit Beamforming for OFDM system
*2014 NI校園通訊競賽 軟體定義無線電系統組 第二名
email: wisher2424 AT gmail.com

吳孟剛

102 入學 / 畢業學校:中原 / Now: 光寶
Indoor Navigation for Location-Based Mesh Network
x76629 AT gmail.com




吳俊衛

102 入學 / 畢業學校:淡江 / Now: 明泰
Clustering Design for LTE-A Vehicular Networks
email: andy791113 AT gmail.com




唐志豪

102 入學 / 畢業學校:淡江 / Now: 華擎
Design and Implementation of Distributed Transmit Beamforming for OFDM system
*IEEE Comm. Letter 2016
email: josh0916 AT outlook.com


林義傑

103 入學 / 畢業學校:虎尾科 / Now: 光寶
Super-resolution aided Indoor Positioning Fingerprinting based on Channel Impulse Response Measurement
*Conf. Paper in WCNC 2017
death1220 AT gmail.com

黃立洋

103 入學 / 畢業學校:銘傳
Resource allocation for Vehicle to Vehicle communication in LTE-A Networks
*北科互聯網+創業競賽 Top-10
huangwowtw AT gmail.com

鄭智元

103 入學 / 畢業學校:聯合 / Now: 明泰
Design and Implementation of Wireless Mesh Open vSwitch
*2016 通訊大賽 SDN 組評審團特別獎
email: cuteking00 AT gmail.com


唐志豪

103 入學 / 畢業學校:虎尾科 / Now: 亞旭
Indoor positioning based on 3GPP 3D channel model
*Conf. Paper in APWCS 2017
email: ken70504 AT gmail.com


倪劭諭

103-2 入學 / 畢業學校:義守 / Now:資策會
Design and Implementation of a middleware layer for location-based mesh network
*Conf. Paper in MC2016
email: eric1114473 AT gmail.com

后婕

104 入學 / 畢業學校:虎尾科
Device to device messanger with Wifi Direct/BLE
*北科互聯網+創業競賽 Top-10
janicehou1993 AT gmail.com


吳冠賢

104 入學 / 畢業學校:北科
A Deep Neural Network-Based Indoor Positioning Method using Channel State Information
email: t100820331 AT ntut.org.tw


魏志嘉

104 入學 / 畢業學校:高第一科大
Implementation of Filtered-OFDM-based Air-to-ground Communication Using Software-Defined Radio Platform
weikar6644 AT gmail.com


王彥蓉

105 入學 / 畢業學校:嘉義大學
A Single-Site Localization via Frequency Domain-based Multipath Fingerprinting
email: chocolate0398 AT gmail.com



葉又銘

105 入學 / 畢業學校:亞東
Design and Implementation of Load-balancing Algorithm for Software-Defined Multi-channel Wireless Mesh Network
email: ray28850101 AT gmail.com

白承玄

105 入學 / 畢業學校:淡江
Implementation and Analysis of Time Synchronization for Inter-Cell Interference Coordination in Small Cells using OAI
email: jarvisbaix AT gmail.com

簡瑋辰

105 入學 / 畢業學校:亞東
Design and Implementation of Multi-user Multi-channel selection for Software-Defined Wireless Mesh Network
mybaby0069su01 AT gmail.com

嚴勵

106 入學 / 畢業學校:淡江
Machine Learning-Based Hand Gesture Recognition Based on mmWave Radar
das73541 AT gmail.com



吳易寬

106 入學 / 畢業學校:元智
Joint Angle and Range Estimation Algorithms for mmWave Radar System
cosmos820604 AT gmail.com


江建勳

106 入學 / 畢業學校:中原
Design and Implementation of SDN Multi-channel/Multi-path Routing Algorithm for Mesh Clients
ga795463 AT gmail.com

李政璋

107 入學 / 畢業學校:北科
深度學習於醫學影像的應用
benzxa AT gmail.com



李陞陽

107 入學 / 畢業學校:北科
Design and Implementation of Multi-channel-Shortest-path Algorithm for Wireless Mesh Software Defined Networks
stube0806450 AT gmail.com

許采婷

107 入學 / 畢業學校:聯合
CSI-based Indoor Localisation with Semi-Supervised Ladder Network
kaka1212331 AT yahoo.com.tw



游日存

108 入學 / 畢業學校:北科
基於多天線毫米波雷達之深度學習手勢辨識
andy0010 AT hotmail.com.tw



吳展逸

108 入學 / 畢業學校:北科
結合相位偏移偵測與校正的抵達角為基礎之室內定位演算法
a3327642 AT gmail.com

楊其峰

108 入學 / 畢業學校:聯合
基於軟體定義多通道無線網狀網路之網路切片與路由演算法設計與實作
stu92012 AT gmail.com

邱志高

108 入學 / 畢業學校:義守
基於深度學習的冠狀動脈狹窄的偵測與評估
e9190712 AT kimo.com

洪振維

108-2 入學 / 畢業學校:北科
基於深度半監督式學習的冠狀動脈分割
page19920610 AT gmail.com

林聖曄

108 入學 / 畢業學校:華東理工
考量CSI相位偏移偵測與校正之室內定位演算法
407796844 AT qq.com

碩士在職專班

  • 吳俊青 105-1畢 Design and Implementation of Human Detection Based on Channel State Information. jayce AT leadtek.com.tw
  • 曾靖鈞 105-1畢 Support Vector Machine-Based Human Detection using Channel State Information. jason_670214 AT yahoo.com.tw
  • 戴佑軒 105-1畢 Design and Implementation of SDN-based Wireless Mesh Network. sotabo AT hotmail.com
  • 魯業群 108-2畢 Analysis of Labeling Strategy of Coronary Angiography in Deep Learning for Coronary Artery Segmentation. superrice419 AT gmail.com
  • 黃旭弘 108-2畢 Design and Implementation of MmWave Wireless Network TCP Congestion Control in NLOS Environment. ironshi AT gmail.com
  • 陳筱珊 107年入學 vivian.hs.chen AT gmail.com
  • 余佳蓉 108年入學 yellow4310yellow4310 AT gmail.com

專題生

  • 108 邱昭文、鄭家丞、陳妤蓉 "OpenAirInterface 平台架設小基地台通訊"
  • 108 郭家和、林凱強、宋凱云 "擴增實境物件解析系統"
  • 108 張景銘、陳耕堂 "基於軟體無線電平台研製光通訊收發器"
  • 108 林宗豫、陳靖霖、盧富勝 "基於軟體定義網路實作網速控制"
  • 108 吳沛彣、林濬智、蔡秉翰、林暐庭 "毫米波雷達之手勢辨識"
  • 108 陳柏銘 "基於深度學習使用Wi-Fi通道響應之室內定位法"
  • 107 胡庭毓、吳展逸 "次米級的室內定位"
  • 107 林世和、胡傑鳴 "基於 LTE OpenAirInterface 偽基站實作研究"
  • 107 郭際元、許嘉峰、黃泓智 "基於 LTE OAI 之小基地台間干擾研究"
  • 107 林弘毅、游日存 "應用深度學習方法於 P 波早期地震預警之嘗試",共同指導
  • 107 張育棋、田啟宏、林俊豪 "基於軟體定義網路實作WiFi漫遊機制"
  • 106 陳宥廷、林信宏、曾奕儇 "基於 Linux 支援軟體無線電平台發展通道量測與室內定位" *科技部大專生專題計畫
  • 106 李陞陽、辛泰宇、蔡政廷、楊濬瑞、簡偉宸 "智慧電風扇"
  • 106 李政璋、麥家豪 飛行器空對地通訊模式研究
  • 105 吳宇軒、陳佾新、蔡易廷 "智慧居家防盜系統" *科技部大專生專題計畫
  • 104 盧俊憲、楊侑霖 "ibeacon 藍芽室內定位研製" *專題競賽佳作獎
  • 104 蘇駿杰、謝宇傑、陳庭鈞 "基於 Android 系統手機與電視盒應用程式同步機制研製"
  • 103 郭奕佑 "智慧家庭無線路由器基於軟體無線電平台實作" *科技部大專生專題計畫/專題競賽甲等獎
  • 103 黃贊叡 "OFDM 實體層基於軟體無線電平台實作"
  • 103 黃俊華、劉銘燊 "利用軟體無線電平台調變之光通訊系統實作" *2014 NI校園通訊競賽 軟體定義無線電系統組 第二名/專題競賽佳作獎

110-1 通訊工程導論 電子二甲、二乙

最新消息
  • 9/28 課程訊息已公布。
  • 以下的周次資訊為去年度的歷史資訊,供選修同學參考。
  • 課程資訊
    • 上課時間: Tue. 8,9,A (二教207)
    • Office hour: Thr. 5,6,7,綜合科館 207-3 室
    • 助教:謝佩芸
      • 綜合科館 210 室
    周次 日期 主題 投影片、手稿 作業、其他活動
    1 Sep. 21 中秋節停課
    2 Sep. 28 通訊簡介 課程訊息
    3 Oct. 5 基本數學複習 數學複習
    4 Oct. 12 Ch. 1 Ch. 1
    5 Oct. 19 Ch. 1 Self-Information, Entropy
    6 Oct. 26 Ch. 1 Modulation
    7 Nov. 2 Ch. 1 Digital Modulation
    8 Nov. 9 Ch. 1 Digital Communication
    9 Nov. 16 期中考 (16:30-18:00)
    10 Nov. 23 期中考檢討/Ch. 1 Coding
    11 Nov. 30 Ch. 1 Coding/無線通訊簡介 無線通訊簡介
    12 Dec. 7 無線通訊簡介
    13 Dec. 14 停課一次
    14 Dec. 21 期末專題討論 - 元宇宙 Meta's vision for the metaverse;Nvidia's Jensen Huang
    15 Dec. 28 5G簡介;無線通訊簡介 林國豐學長 - 5G 知多少
    16 Jan. 4 物聯網基礎架構概論
    17 Jan. 11 期末報告:每組15分鐘,需事先寄同影片給我跟助教 分組名單
    18 Jan. 18 期末考

    110-1 軟體定義無線網路 四子四甲、四乙、電子所

    最新消息
  • 9/27 課程訊息已公布。
  • 以下的周次資訊為去年度的歷史資訊,供選修同學參考。
  • 課程資訊
    • Mon. 7, 8, 9 (綜科 501)
    • Office hour: Thr. 5, 6, 7,綜合科館 207-3 室
    • 助教:盧柏光 / 侯嘉銘
      • 綜合科館 210 室
    周次 日期 主題 投影片 LAB
    1 Sep. 20 中秋節彈性放假
    2 Sep. 27 課程介紹 The Road To SDN LAB 0
    3 Oct. 4 中秋節停課
    4 Oct. 11 國慶日補假
    5 Oct. 18 How SDN Works – Introduction of OpenFlow Protocol How SDN Works:OpenFlow GitLab 使用
    6 Oct. 25 How SDN Works – Introduction of OpenFlow Protocol LAB 1: Mininet
    7 Nov. 1 How SDN Works – Introduction of OpenFlow Protocol LAB 2: Mininet+Controller
    8 Nov. 8 Controllers/Network Operating Systems LAB 3: Open vSwitch (OVS) on Raspberry PI
    9 Nov. 15 期中考停課一次;若要進行實驗跟助教聯繫
    10 Nov. 22 LAB 3 LAB 3: Open vSwitch (OVS) on Raspberry PI
    11 Nov. 29 LAB 3
    11.5 Dec. 5 智慧工廠設計思考工坊
    12 Dec. 6 Network Slicing 本日上課前依據工作坊內容,繳交期末專題提案至 GitLab:
    13 Dec. 13 NFV/Network Slicing LAB 4: RPi with MQTT
    14 Dec. 20 期末考 本日 23:59 繳交期中作業至 GitLab: 以 GitLab 形式介紹一從任意地方觀摩的程式,撰寫簡易操作說明與結果
    15 Dec. 27 期末專題實驗
    16 Jan. 3 期末專題實驗
    17 Jan. 10 期末專題 Demo

    Journal Paper

    • J-21. Yi-Jie Lin, Po-Hsuan Tseng, Yao-Chia Chan, Jie He, and Guan-Sian Wu, “A Super-resolution-assisted Fingerprinting Method based on Channel Impulse Response Measurement for Indoor Positioning,”, IEEE Transactions on Mobile Computing
    • J-20. Yuan Feng, Qinsiwei Yan, Po-Hsuan Tseng, Ganlin Hao, Nan Wu, “Distributed Target Localization with Inaccurate Collaborative Sensors in Multipath Environments,” KSII Transactions on Internet and Information Systems, vol. 13, no. 5: pp. 2299-2318, 2019
    • J-19. Pei-Hsuan Chiu, Po-Hsuan Tseng, and Kai-Ten Feng, “Interactive Mobile Augmented Reality System for Image and Hand Motion Tracking,” IEEE Transactions on Vehicular Technology, vol. 67, no. 10, pp. 9995-10009, Oct. 2018
    • J-18. Cheng Xu, Xiaotong Zhang, Jie He, Haipiao Cai, Shihong Duan, Po-Hsuan Tseng, and Chong Li,“Recurrent Transformation of Prior Knowledge based Model for Human Motion Recognition,” Computational Intelligence and Neuroscience, SI: Advances in Human-Computer Interactions: Methods, Algorithms, and Applications”, vol. 2018, Article ID 4160652, 12 pages, 2018.
    • J-17. Cheng Xu, Jie He, Xiaotong Zhang, Cui Yao, and Po-Hsuan Tseng, “Geometrical kinematic modeling on human motion using method of multi-sensor fusion,” in Elsevier Information Fusion, Volume 41, 2018, Pages 243-254
    • J-16. Cheng Xu, Jie He, Xiaotong Zhang, Po-Hsuan Tseng, and Shihong Duan,"Towards Near Ground Localization: Modelling and Applications for TOA Ranging Error with 802.15.4a CSS PHY," IEEE Transactions on Antennas & Propagation, 2017 pdf
    • J-15. Po-Hsuan Tseng, Yao-Chia Chan, Yi-Jie Lin, Ding-Bing Lin, Nan Wu, and Tsai-Mao Wang, "Ray-Tracing-Assisted Fingerprinting Based on Channel Impulse Response Measurement for Indoor Positioning," IEEE Transactions on Instrumentation & Measurement, Volume: 66, Issue: 5, pp. 1032 - 1045, May 2017 pdf
    • J-14. Po-Hsuan Tseng, "Cluster-Based Networks for Cooperative Localisation," IET Radar, Sonar & Navigation, Vol. 11, Issue 4, pp. 605–615, April, 2017pdf
    • J-13. Po-Hsuan Tseng and Ke-Ting Lee, "A Femto-Aided Location Tracking Algorithm in LTE-A Heterogeneous Networks," in IEEE Transactions on Vehicular Technology, vol. 66, no. 1, pp. 748-762, Jan. 2017. pdf
    • J-12. Po-Hsun Hu, Po-Hsuan Tseng, Yi-You Guo and Chih-Chia Wei, “Distributed Transmit Beamforming Algorithms for Unsynchronized OFDM Systems with Timing Offset,” IEEE Comm. Lett., vol. 20, no. 9, pp. 1788-1791, Sept. 2016, pdf
    • J-11. Bin Li, Nan Wu, Hua Wang, Po-Hsuan Tseng, Jingming Kuang, “Gaussian Message Passing-based Cooperative Localization on Factor Graph in Wireless Networks,” in Signal Processing, vol. 111, Jun. 2015, pdf
    • J-10. Wen-Jiunn Liu, Chao-Hua Huang, Kai-Ten Feng, and Po-Hsuan Tseng,“Performance Analysis of Greedy Fast-Shift Block Acknowledgement for High-Throughput WLANs,” in ACM/Springer Wireless Networks, vol. 20, pp. 2503-2519, Nov. 2014, pdf
    • J-9. Po-Hsuan Tseng, Kai-Ten Feng, and Chao-Hua Huang, “POMDP-based Cell Selection Schemes for Wireless Networks,” in IEEE Comm. Lett., vol. 18, no. 5, pp. 797-800, May, 2014, pdf
    • J-8. Wen-Jiunn Liu, Kai-Ten Feng, and Po-Hsuan Tseng, “Optimality of Frame Aggregation-based Power-Saving Scheduling Algorithm for Broadband Wireless Networks,” in IEEE Trans. Wireless Comm., vol. 13, no. 2, pp.577-591, Feb. 2014, pdf
    • J-7. Po-Hsuan Tseng, Zhi Ding, and Kai-Ten Feng, “Cooperative Self-Navigation in a Mixed LOS and NLOS Environment,” in IEEE Trans. on Mobile Computing, vol. 13, no. 2, pp. 350-363, Feb. 2014, pdf
    • J-6. Po-Hsuan Tseng, and Kai-Ten Feng, “Geometry-Assisted Localization Algorithms for Wireless Network,” in IEEE Trans. on Mobile Computing, vol. 12, no. 4, pp. 774-789, April 2013, pdf
    • J-5. Po-Hsuan Tseng, and Kai-Ten Feng, “Derivation of CRLB for linear least square estimator in wireless location systems,” accepted and to appear in ACM/Springer Wireless Networks, vol. 18, no. 7, pp. 735-747, Oct. 2012, pdf
    • J-4. Cheng-Tse Chiang, Po-Hsuan Tseng, and Kai-Ten Feng, “Hybrid Unified Kalman Tracking Algorithms for Heterogeneous Wireless Location Systems,” IEEE Trans. on Vehicular Technology, vol.61, issue 2, Feb. 2012, pdf
    • J-3. Po-Hsuan Tseng, Kai-Ten Feng, Yu-Chiun Lin, and Chao-Lin Chen, “Wireless Location Tracking Algorithms for Environments with Insufficient Signal Sources,” IEEE Trans. on Mobile Computing, vol.8, issue 12, pp.1676-1689, Dec. 2009, pdf
    • J-2. Po-Hsuan Tseng and Kai-Ten Feng, “Hybrid Network/Satellite-Based Location Estimation and Tracking Systems for Wireless Networks,” IEEE Trans. on Vehicular Technology, vol.58, issue 9, pp.5174-5189, Nov. 2009, pdf
    • J-1. Chien-Hua Chen, Kai-Ten Feng, Chao-Lin Chen, and Po-Hsuan Tseng, “Wireless Location Estimation With the Assistance of Virtual Base Stations,” IEEE Trans. on Vehicular Technology, vol.58, issue 1, pp.93-106, Jan. 2009, pdf

    Conference Paper

    • C-31. Yen-Rong Wang and Po-Hsuan Tseng, "A Single-Site Localization via Frequency Domain based Multipath Fingerprinting", in Proc. IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS 2018), Hsinchu, Taiwan, Aug. 2018
    • C-30. Hsiao-Chien Tsai, Chun-Jie Chiu, Po-Hsuan Tseng, Kai-Ten Feng, and Hsieh-Ming Yu, "Location-based Mining Schemes for Pedestrian Flow Analysis in Indoor Environments", in Proc. IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS 2018), Hsinchu, Taiwan, Aug. 2018
    • C-29. Hsiao-Chien Tsai, Chun-Jie Chiu, Po-Hsuan Tseng, and Kai-Ten Feng, "Refined Autoencoder-based CSI Hidden Feature Extraction for Indoor Spot Localization," in Proc. IEEE Vehicular Technology Conference Fall (VTC2018-Fall), Chicago, US
    • C-28. Guan-Sian Wu and Po-Hsuan Tseng, "A Deep Neural Network-Based Indoor Positioning Method using Channel State Information," in IEEE International Conference on Computing, Networking and Communication (ICNC), Maui, US, Mar. 2018
    • C-27. Chih-Hao Tang, Shin-Lin Shieh, and Po-Hsuan Tseng, “LTE Indoor Positioning based on 3D Channel Model,” in Proc. IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS 2017), Incheon, Korea, Aug.23-25 2017.
    • C-26. Yun-Ting Hung, Kai-Ten Feng and Po-Hsuan Tseng, “Automatic Hybrid Access Point Deployment for Wireless Localization Systems” in Proc. IEEE Wireless Communication and Networking Conference (WCNC 2017), San Francisco, US, 19-22 Mar. 2017.
    • C-25. Yi-Jie Lin, Po-Hsuan Tseng, Yao-Chia Chan, and Guan-Sian Wu, “Super-resolution-aided Positioning Fingerprinting based on Channel Impulse Response Measurement” in Proc. IEEE Wireless Communication and Networking Conference (WCNC 2017), San Francisco, US, 19-22 Mar. 2017.
    • C-24. Chun-Jie Chiu, Kai-Ten Feng, and Po-Hsuan Tseng, “Spatial Skeleton-enhanced Location Tracking for Indoor Localization” in Proc. IEEE Wireless Communication and Networking Conference (WCNC 2017), San Francisco, US, 19-22 Mar. 2017.
    • C-23. Bo-An Chen, Po-Hsuan Tseng, Kai-Ten Feng, and Tian-Sheng Wang, “Fingerprinting-based Dynamic RSS Adjustment for Time-variant Indoor Positioning Systems”, in Proc. 2016 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), NANTOU COUNTY, Taiwan, pp. 246-247, May 27, 2016
    • C-22. Heng-Xiu Liu, Bo-An Chen, Po-Hsuan Tseng, Kai-Ten Feng, and Tian-Sheng Wang, “Enhanced Area Estimation Algorithms for Indoor Wireless Localization”, in Proc. 2016 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), NANTOU COUNTY, Taiwan, pp. 244-245, May 27, 2016
    • C-21. Po-Hsuan Tseng, “A Cluster-based Cooperative Localization Algorithm,” in Proc. IEEE Vehicular Technology Conference Fall (VTC2015-Fall), Boston US, Sep. 9, 2015.
    • C-20. Tsai-Mau Wang, Po-Hsuan Tseng, Yao-Chia Chen and Ding-Bing Lin, “A Ray-Tracing Based Fingerprinting for Indoor Positioning,” in 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), Beijing, China, Aug. 10, 2015
    • C-19. Heng-Xiu Liu, Bo-An Chen, Po-Hsuan Tseng, Kai-Ten Feng, and Tian-Sheng Wang,“Map-aware Indoor Area Estimation with Shortest Path Based on RSS Fingerprinting,” in Proc. IEEE Vehicular Technology Conference Spring (VTC2015-Spring), Glasgow, Scotland, May 2015.
    • C-18. Yu-Chieh Tien, Chun-Jie Chiu, Po-Hsuan Tseng, and Kai-Ten Feng, ”Novel Design of Hand Motion Recognition based Visual Acuity Measurements through Wireless Communications,” in Proc. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2014), Washington DC, Sept. 2014.
    • C-17. Yu-Pei Lin, Po-Hsuan Tseng, and Kai-Ten Feng,”Compressive Sensing based Location Estimation using Channel Impulse Response Measurements,” in Proc. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2014), Washington DC, Sept. 2014.
    • C-16. Pei-Hsuan Chiu, Po-Hsuan Tseng, and Kai-Ten Feng, “Cloud Computing Based Mobile Augmented Reality Interactive System,” in Proc. IEEE Wireless Communication and Networking Conference (WCNC), Istanbul, Turkey, Apr. 8, 2014, video
    • C-15. Yao-Chia Chan, Po-Hsuan Tseng, Ding-Bing Lin, and Hsin-Piao Lin, “Detecting Maximal Power Path in Timing Synchronization of Wireless OFDM Systems,” in Proc. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2013), London, UK, Sep. 2013.
    • C-14. Yao-Chia Chan, Po-Hsuan Tseng, and Ding-Bing Lin, “Fractional Timing Estimation with Fractionallyshifted Preamble for OFDM Systems,” in Proc. IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS 2013), Seoul, Korea, Aug. 2013.
    • C-13. Pei-Hsuan Chiu, Kai-Ten Feng, Po-Hsuan Tseng, “Particle-based Augmented Reality Interactive System”, in Proc. IEEE International Conference on Multimedia and Expo Workshops (ICMEW 2013), San Jose, USA, 15 Jul. 2013
    • C-12. Ke-Ting Lee, Po-Hsuan Tseng, Chien-Hua Chen, and Kai-Ten Feng, ”Femto-Assisted Location Estimation in Macro/Femto Heterogeneous Networks,” in Proc. IEEE Wireless Communication and Networking Conference (WCNC 2013), Shanghai, China, 10 Apr. 2013.
    • C-11. Kai-Ten Feng, Po-Hsuan Tseng, Pei-Shuan Chiu, Jia-Lin Yang, and Chun-Jie Chiu, ”3D Interactive, Augmented, Reality-enhanced Digital Learning Systems for Mobile Devices,” in Proc. SPIE, The Engineering Reality of Virtual Reality, Burlingame, USA, 4 Feb. 2013.
    • C-10. Chi-Wai Tang, Kai-Ten Feng, Po-Hsuan Tseng, Chien-Hua Chen, and Jing-Wei Guo, "A Pitch-Aided Lane Tracking Algorithm for Driver Assistance System with Insufficient Observations," in Proc. IEEE Wireless Communication and Networking Conference (WCNC 2012), Paris, France, 4 Ari. 2012
    • C-9. Cheng-Tse Chiang, Po-Hsuan Tseng, and Kai-Ten Feng, "Hybrid TOA/TDOA Based Unified Kalman Tracking Algorithm for Wireless Networks," to appear in Proc. 21st IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2010), Istanbul, Turkey, 27 Sep 2010, pdf
    • C-8. Po-Hsuan Tseng and Kai-Ten Feng, “An Enhanced Predictive Location Tracking Scheme with Deficient Signal Sources for Wireless Networks,” in Proc. 20th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2009), Tokyo, Japan, 14 Sep. 2009, pp. 1913 - 1917, pdf
    • C-7. Kai-Ten Feng, Wen-Hsuan Fan, and Po-Hsuan Tseng,  “Lifetime-Enhanced Adaptive Routing Protocol for Mobile Ad Hoc Networks,” in Proc. IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS 2009), 21 Aug. 2009, Seoul, Korea
    • C-6. Lin-Chih Chu, Po-Hsuan Tseng, and Kai-Ten Feng, “GDOP-Assisted Location Estimation Algorithms in Wireless Location Systems,” in Proc. IEEE Global Communications Conference (GLOBECOM 2008), New Orleans, USA, 3 Dec. 2008, pdf
    • C-5. Po-Hsuan Tseng and Kai-Ten Feng, “Location Tracking Assisted Handover Algorithms for Broadband Wireless Networks,” in Proc. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2008), Cannes, France, 18 Sep. 2008, pp. 1 - 5, pdf
    • C-4. Po-Hsuan Tseng and Kai-Ten Feng, “A Predictive Movement Based Handover Algorithm for Broadband Wireless Networks,” in Proc. IEEE Wireless Communication and Networking Conference (WCNC 2008), Las Vegas, US, 3 Apr. 2008, pp. 2834 - 2839, pdf
    • C-3. Hsin-Lung Tseng, Yu-Pin Hsu, Chung-Hsien Hsu, Po-Hsuan Tseng, and Kai-Ten Feng, “A Maximal Power-Conserving Scheduling Algorithm for Broadband Wireless Networks,” in Proc. IEEE Wireless Communication and Networking Conference (WCNC 2008), Las Vegas, US, 3 Apr. 2008, pp. 1877 - 1882, pdf
    • C-2. Yu-Chiun Lin, Po-Hsuan Tseng, and Kai-Ten Feng, “A Predictive Location Tracking Algorithm for Mobile Devices with Deficient Signal Sources,” in Proc. IEEE Vehicular Technology Conference Spring (VTC2007-Spring), Dublin, Ireland, 25 Apr. 2007, pp. 859 - 863, pdf
    • C-1. Po-Hsuan Tseng, Chao-Lin Chen, and Kai-Ten Feng, “An Unified Kalman Tracking Technique for Wireless Location Systems,” in Proc. IEEE 2nd International Symposium on Wireless Pervasive Computing (ISWPC 2007), San Juan, Puerto Rico, 8 Feb. 2007, pdf

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