2022 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET)最新文献

A Study on Visual Based Optical Sensor for Depth Sense Estimation 基于视觉的深度感知估计光学传感器研究

2022 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET) Pub Date : 2022-03-24 DOI: 10.1109/wispnet54241.2022.9767122

Aravind Jinka Venkata, S. Prince

引用次数: 0

Voice Based Secured Smart Lock Design for Internet of Medical Things: An Artificial Intelligence Approach 基于语音的医疗物联网安全智能锁设计:一种人工智能方法

2022 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET) Pub Date : 2022-03-24 DOI: 10.1109/wispnet54241.2022.9767113

Shrey Aggarwal, Sachin Sharma

{"title":"Voice Based Secured Smart Lock Design for Internet of Medical Things: An Artificial Intelligence Approach","authors":"Shrey Aggarwal, Sachin Sharma","doi":"10.1109/wispnet54241.2022.9767113","DOIUrl":"https://doi.org/10.1109/wispnet54241.2022.9767113","url":null,"abstract":"Healthcare is one of the sectors that has been revolutionized by IoT. Internet-of-Medical-Things (IoMT) technologies have been released as an IoT branch, and healthcare is one of the industries that has been revolutionized by IoT. IoMT devices can be used to remotely monitor patients with chronic conditions. As a result, it may be able to quickly diagnose patients, potentially saving their lives in an emergency. The first and most important step in ensuring a device's security is to install a solid lock system. Users must have a smart lock on their medical equipment in order for their medical history to remain secure and untampered with. This research proposes a smart lock based solely on speech recognition, which will be useful in IoMT for securing a device's medical history. A VCS (voice-controlled system) that uses AI-assisted acoustic feature extraction and NLP to anticipate voice is proposed. Smart locks, which monitor and track a user's devices lock/unlock state, have piqued the security industry's interest. Then there's an overview of how AI can be applied to IoMT. A detailed design of a voice-controlled smart-lock, as well as many technological developments, are described.","PeriodicalId":432794,"journal":{"name":"2022 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128734243","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}

引用次数: 6

Automatic Modulation Classification for Terahertz Communication 太赫兹通信的自动调制分类

2022 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET) Pub Date : 2022-03-24 DOI: 10.1109/wispnet54241.2022.9767120

K. Hemant, Manu Bharadwaj, A. Krishna

引用次数: 2

5G Smart IoT Poles 5G智能物联网杆

2022 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET) Pub Date : 2022-03-24 DOI: 10.1109/wispnet54241.2022.9767154

Yi-Chih Tung, Zhi-Quan Zhan, Min-Hsu Chuang, Si-Han Peng, Chih-Hsiang Ho, Cheng-Chang Chen

引用次数: 2

Reliable and Secure V2X Communications with Wi-Fi Neighbor Aware Networking 可靠和安全的V2X通信与Wi-Fi邻居感知网络

2022 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET) Pub Date : 2022-03-24 DOI: 10.1109/wispnet54241.2022.9767135

Govind Singh, Anshul Pandey

{"title":"Reliable and Secure V2X Communications with Wi-Fi Neighbor Aware Networking","authors":"Govind Singh, Anshul Pandey","doi":"10.1109/wispnet54241.2022.9767135","DOIUrl":"https://doi.org/10.1109/wispnet54241.2022.9767135","url":null,"abstract":"The developments in wireless communication technologies coupled with smart vehicles have leveraged the evolution of vehicle-to-everything (V2X) networks. However, with the increasing demands of V2X applications, such networks require more bandwidth for reliable operations with stringent security enhancements. This paper proposes a Wi-Fi aware/ neighbor awareness networking (NAN) technology- enabled V2X communication framework for ensuring a robust, reliable, and secure operation. In particular, we elaborate on how NAN technology can benefit present V2X systems and discuss the various applicable use-cases. Moreover, we highlight how the V2X networks can exploit the NAN technology's service discovery and classification feature in a NAN cluster. We also present a thorough discussion on the available threats and existing security solutions with the present V2X communication systems. Further, we elaborate on how the integration of NAN would benefit the security of the present V2X communication network deployments. Finally, we also touch on the implementation aspects for NAN -enabled V2X communication framework.","PeriodicalId":432794,"journal":{"name":"2022 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121491378","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}

引用次数: 2

Simple-Design Slot-Cut Quad-Band Antenna for mm-Wave 5G Applications 用于毫米波5G应用的简单设计槽切四波段天线

2022 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET) Pub Date : 2022-03-24 DOI: 10.1109/wispnet54241.2022.9767117

Aafreen Khan, A. Ahmad, Maksud Alam

引用次数: 0

Novel PAPR Reduction in UFMC system for 5G Wireless Networks Using Precoding Algorithm 利用预编码算法降低5G无线网络UFMC系统的PAPR

2022 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET) Pub Date : 2022-03-24 DOI: 10.1109/wispnet54241.2022.9767123

M. Raja, S. Sujatha, P. Prajoon

引用次数: 1

A New Energy Efficient Routing Scheme with Normalized Condition Parameters for Wireless Sensor Network 一种新的基于归一化条件参数的无线传感器网络节能路由方案

2022 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET) Pub Date : 2022-03-24 DOI: 10.1109/wispnet54241.2022.9767187

Kamaruzzaman Md., Abhijit Chandra

引用次数: 0

End-to-End Speech Recognition for Low Resource Language Sanskrit using Self-Supervised Learning 基于自监督学习的低资源语言梵文端到端语音识别

2022 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET) Pub Date : 2022-03-24 DOI: 10.1109/wispnet54241.2022.9767118

S. Holla, T. Kumar, Jeevan Revaneppa Hiretanad, K. Deepak, A. V. Narasimhadhan

{"title":"End-to-End Speech Recognition for Low Resource Language Sanskrit using Self-Supervised Learning","authors":"S. Holla, T. Kumar, Jeevan Revaneppa Hiretanad, K. Deepak, A. V. Narasimhadhan","doi":"10.1109/wispnet54241.2022.9767118","DOIUrl":"https://doi.org/10.1109/wispnet54241.2022.9767118","url":null,"abstract":"We are presenting the work on building a speaker independent, continuous speech recognition system for Samskruta (also called Sanskrit) using self-supervised learning. We have used a Pre-trained model from the Vakyansh team where the model is trained using 10,000 Hrs of data with 23 Indic languages and Fine-tuned it using a data-set containing nearly 78 Hrs of Samskruta audio along with their transcription taken from Vaksancaya - Sanskrit Speech Corpus from IIT Bombay. Acoustic representations are learned in an end-to-end deep learning approach using the wav2vec2.0 architecture from Fairseq. On top of this acoustic model, a language model is used to increase the overall performance. Our system provides a word error rate (WER) of 5.1 % on test data and 2.4% on train data. Meanwhile we built a graphical user interface in the form of a web page using the Flask framework, which provides an interactive platform for the user to record audio and see the transcription in real-time. To the best of our knowledge, our approach using self-supervised learning, gives better performance compared to the state of the art methods.","PeriodicalId":432794,"journal":{"name":"2022 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET)","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115729884","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}

引用次数: 1

Edge AI Based Autonomous UAV for Emergency Network Deployment: A Study Towards Search and Rescue Missions 基于边缘人工智能的自主无人机应急网络部署:面向搜救任务的研究

2022 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET) Pub Date : 2022-03-24 DOI: 10.1109/wispnet54241.2022.9767139

Shreyashri Biswas, Rajeev Muttangi, Harshil Patel, S. Prince

{"title":"Edge AI Based Autonomous UAV for Emergency Network Deployment: A Study Towards Search and Rescue Missions","authors":"Shreyashri Biswas, Rajeev Muttangi, Harshil Patel, S. Prince","doi":"10.1109/wispnet54241.2022.9767139","DOIUrl":"https://doi.org/10.1109/wispnet54241.2022.9767139","url":null,"abstract":"Each year natural disasters claim millions of lives across the globe. The numerous tireless rescue missions are the aftermath of natural disasters such as typhoons, hurricanes, blizzards, forest fires, and heavy storms. Unfortunately, the first responders responsible for rescuing the people in distress get paralyzed in their efforts as the wireless network is the first system to malfunction during such adversities. An intelligent system based on Unmanned Aerial Vehicles (UAV) which helps in locating and communicating with the survivors offers a promising alternative for mission-critical (MC) scenarios. The survivors are located by the autonomous UAV via an edge AI image classifier model. Further, due to the distinctive features such as flexible deployment and rapid reconfiguration, drones can readily change location dynamically to deliver on-demand communications to users on the ground in emergency scenarios. As a result, using UAVs as access point to local area network has been assessed as a practical approach for supplying instantaneous connection in MC situations. The proposed solution here does not require any manual control. It can automatically maneuver, land, and take off using Aruco markers. This work includes a precision landing study and a Received Signal Strength Indicator (RSSI) study of the network provided by the UAV which examines the constraints and applications of the system.","PeriodicalId":432794,"journal":{"name":"2022 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116944775","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}

引用次数: 3