Smart Embedded Systems: Advances and Applications
暫譯: 智慧嵌入式系統:進展與應用
Sinha, Arun, Sharma, Abhishek, Pasini Melek, Luiz Alberto
相關主題
商品描述
"Smart Embedded Systems: Advances and Applications" is a comprehensive guide that demystifies the complex world of embedded technology. The book journeys through a wide range of topics from healthcare to energy management, autonomous robotics, and wireless communication, showcasing the transformative potential of intelligent embedded systems in these fields. This concise volume introduces readers to innovative techniques and their practical applications, offers a comparative analysis of wireless protocols, and provides efficient resource allocation strategies in IoT-based ecosystems. With real-world examples and in-depth case studies, it serves as an invaluable resource for students and professionals seeking to harness the power of embedded technology to shape our digital future.
Salient Features:
- The book provides a comprehensive coverage of various aspects of smart embedded systems, exploring their design, implementation, optimization, and a range of applications. This is further enhanced by in-depth discussions on hardware and software optimizations aimed at improving overall system performance.
- A detailed examination of machine learning techniques specifically tailored for data analysis and prediction within embedded systems. This complements the exploration of cutting-edge research on the use of AI to enhance wireless communications.
- Real-world applications of these technologies are extensively discussed, with a focus on areas such as seizure detection, noise reduction, health monitoring, diabetic care, autonomous vehicles, and communication systems. This includes a deep-dive into different wireless protocols utilized for data transfer in IoT systems.
- This book highlights key IoT technologies and their myriad applications, extending from environmental data collection to health monitoring. This is underscored by case studies on the integration of AI and IoT in healthcare, spanning topics from anomaly detection to informed clinical decision-making. Also featured is a detailed evaluation and comparison of different system implementations and methodologies
This book is an essential read for anyone interested in the field of embedded systems. Whether you're a student looking to broaden your knowledge base, researchers looking in-depth insights, or professionals planning to use this cutting-edge technology in real-world applications, this book offers a thorough grounding in the subject.
商品描述(中文翻譯)
《智慧嵌入式系統:進展與應用》是一本全面的指南,揭開了嵌入式技術的複雜世界。這本書涵蓋了從醫療保健到能源管理、自主機器人和無線通信等廣泛主題,展示了智能嵌入式系統在這些領域的變革潛力。這本簡明的著作向讀者介紹了創新的技術及其實際應用,提供了無線協議的比較分析,並在基於物聯網的生態系統中提供了高效的資源分配策略。透過真實世界的例子和深入的案例研究,它成為學生和專業人士尋求利用嵌入式技術塑造我們數位未來的寶貴資源。
顯著特點:
1. 本書全面涵蓋智慧嵌入式系統的各個方面,探討其設計、實施、優化及多種應用。這進一步通過對硬體和軟體優化的深入討論來增強,旨在改善整體系統性能。
2. 詳細檢視專門針對嵌入式系統中的數據分析和預測的機器學習技術。這補充了對利用人工智慧增強無線通信的前沿研究的探索。
3. 這些技術的真實應用被廣泛討論,重點放在癲癇檢測、噪音減少、健康監測、糖尿病護理、自主車輛和通信系統等領域。這包括對物聯網系統中用於數據傳輸的不同無線協議的深入探討。
4. 本書突顯了關鍵的物聯網技術及其多種應用,從環境數據收集到健康監測。這通過關於人工智慧和物聯網在醫療保健中整合的案例研究得以強調,涵蓋了從異常檢測到知情臨床決策的主題。此外,還對不同系統實施和方法進行了詳細的評估和比較。
這本書是任何對嵌入式系統領域感興趣的人的必讀之作。無論你是希望擴展知識基礎的學生、尋求深入見解的研究人員,還是計劃在真實應用中使用這項尖端技術的專業人士,本書都提供了該主題的全面基礎。
作者簡介
Dr Arun Kumar Sinha received his PhD in electronic engineering from the University of Genova, Genova, Italy, in 2013. He has 10 years' experience in industry and teaching at Agilent Technologies (Gurugram, India), Netaji Subhas Institute of Technology (New Delhi, India), Jaypee Institute of Information Technology (Noida, India), and Mekelle University (Mekelle, Ethiopia), and post-doctoral research experience at Federal University of Santa Catarina (Florianopolis, Brazil). Currently, he is working as an associate professor at VIT-AP University, Andhra Pradesh, India. Among the subjects he has taught are digital logic and microprocessors (undergraduate students, UG), fundamentals of electrical and electronics engineering (UG), principles of electrical engineering (UG), VLSI system design (UG), analog VLSI design (UG), analog IC design (postgraduate students, PG), and analog devices and circuits (UG), process dynamics and multivariable control (PG), real-time control and embedded systems (PG), electrical machines and instruments (UG), basic electronics device and circuits (UG), electronic instruments and measurement (UG), principles of electrical engineering (UG), biomedical instrumentation (UG), and electrical measurements (UG). He is the author of 35 papers in international journals/conferences, one conference proceedings as editor, and three patents. He is a member of the Hyderabad section of the IEEE, India. His research interests include intelligent algorithms, integrated circuit design, digital and analog VLSI, semiconductor devices, and mathematical modeling.
Dr Abhishek Sharma received his BE in electronics engineering from Jiwaji University, Gwalior, India, and a PhD in engineering from the University of Genoa, Italy. He is presently working as an assistant professor in the Department of Electronics and Communication Engineering at The LNM Institute of Information and Technology, Jaipur, RJ, India, where he also coordinates the ARM University partner program, Texas Instruments Lab, and Intel Intelligent Lab. He is the center lead of LNMIIT's Center of Smart Technology (L-CST). He is a member of the IEEE, the Computer Society and Consumer Electronics Society, a Lifetime Member of the Indian Society forTechnical Education (ISTE), a Lifetime Member of the Advanced Computing Society(ACS), India, and a Life Member of the Computer Society of India (CSI). He is also Membership Secretary of IEEE CTSoC, Application-specific CE for Smart Cities (SMC). He has taught microprocessors and interface, the internet of things and embedded systems at undergraduate level, and applied machine learning and system on chip at postgraduate level. His research interests are real-time systems and embedded systems.
Dr Luiz Alberto Pasini Melek received his BE in electronic engineering (cum laude) from the Federal University of Paraná (UFPR), Curitiba, Brazil, in 1998. He holds a Diploma in Telecommunications, 2001, and a Diploma in Embedded Systems Design, 2014. He received his MS degree in 2004, and PhD in 2017, both from the Federal University of Santa Catarina (UFSC), Brazil. In 2015-16 he was a professor in the Electrical Engineering Department of UFPR, where he taught classes in basic electronics, analog filters, laboratory of electronics, and laboratory of electricity. He has more than 20 years of experience in industry and since 2017 he has worked as a hardware specialist engineer at Pumatronix, Curitiba, Brazil. He has designed both hardware and firmware for applications such as embedded systems, automotives, telecommunications, metering, and agriculture. He has authored or co-authored 14 papers in international journals and conferences, and works as a volunteer. He is a reviewer for the journals IEEE Transactions on Circuits and Systems I: Regular Papers, IEEE Transactions on Circuits and Systems II: Express Briefs, IEEE Transactions on Device and Materials Reliability, and World Journal of Engineering. His main interests are ultra-low voltage digital and mixed-signal circuits for VLSI, and the development of embedded systems for a broad range of applications.
Prof. Daniele D. Caviglia graduated in electronic engineering and specialized in computer engineering at the University of Genoa, Italy, in 1980 and 1982, respectively. In 1983, he joined the Institute of Electrical Engineering, University of Genoa, as Assistant Professor of Electronics. Since 1984, he has been with the Department of Biophysical and Electronic Engineering (DIBE), as associate professor from 1992 and as full professor since 2000. From 2002 to 2008, he was the Director of DIBE. He is currently with the Department of Electrical, Electronics and Telecommunications Engineering and Naval Architecture (DITEN), University of Genoa, teaching postgraduate courses in electronic systems for telecommunications, distributed electronic systems and technologies for environmental monitoring and integrated electronics, and electronic systems laboratory undergraduate courses. He is also active in the development of innovative solutions for environmental monitoring for civil protection and security applications. His research interests include the design of electronic circuits and systems for telecommunications, electronic equipment for health and safety, and energy harvesting techniques for internet of things (IoT) applications. He is a Life Member of the IEEE.
作者簡介(中文翻譯)
Dr. Arun Kumar Sinha於2013年在意大利熱那亞大學獲得電子工程博士學位。他在業界和教學方面擁有10年的經驗,曾在Agilent Technologies(印度古魯格拉姆)、Netaji Subhas Institute of Technology(印度新德里)、Jaypee Institute of Information Technology(印度諾伊達)和Mekelle University(埃塞俄比亞梅克勒)任教,並在巴西聖卡塔琳娜聯邦大學進行博士後研究。目前,他在印度安得拉邦的VIT-AP大學擔任副教授。他教授的科目包括數位邏輯與微處理器(本科生)、電氣與電子工程基礎(本科生)、電氣工程原理(本科生)、VLSI系統設計(本科生)、類比VLSI設計(本科生)、類比IC設計(研究生)、類比設備與電路(本科生)、過程動力學與多變量控制(研究生)、即時控制與嵌入式系統(研究生)、電機與儀器(本科生)、基本電子設備與電路(本科生)、電子儀器與測量(本科生)、電氣工程原理(本科生)、生醫儀器(本科生)及電氣測量(本科生)。他在國際期刊/會議上發表了35篇論文,擔任過一次會議論文集的編輯,並擁有三項專利。他是印度IEEE海得拉巴分會的成員。他的研究興趣包括智能算法、集成電路設計、數位與類比VLSI、半導體設備及數學建模。
Dr. Abhishek Sharma於印度瓜利奧爾的Jiwaji University獲得電子工程學士學位,並在意大利熱那亞大學獲得工程博士學位。目前,他在印度斋浦尔的LNM Institute of Information and Technology電子與通信工程系擔任助理教授,並協調ARM大學合作計畫、德州儀器實驗室及英特爾智能實驗室。他是LNMIIT智能技術中心(L-CST)的中心負責人。他是IEEE、計算機學會及消費電子學會的成員,並且是印度技術教育學會(ISTE)、高級計算學會(ACS)及印度計算機學會(CSI)的終身會員。他也是IEEE CTSoC的會員秘書,專注於智慧城市的應用特定消費電子(SMC)。他教授過微處理器與介面、物聯網及嵌入式系統(本科生),以及應用機器學習與系統單晶片(研究生)。他的研究興趣為即時系統與嵌入式系統。
Dr. Luiz Alberto Pasini Melek於1998年在巴西庫里提巴的巴拉那聯邦大學(UFPR)獲得電子工程學士學位(優等生)。他於2001年獲得電信文憑,2014年獲得嵌入式系統設計文憑。他於2004年獲得碩士學位,並於2017年獲得博士學位,均來自巴西聖卡塔琳娜聯邦大學(UFSC)。在2015至2016年間,他在UFPR的電氣工程系擔任教授,教授基本電子學、類比濾波器、電子學實驗室及電力實驗室的課程。他在業界擁有超過20年的經驗,自2017年以來在巴西庫里提巴的Pumatronix擔任硬體專家工程師。他設計了嵌入式系統、汽車、電信、計量及農業等應用的硬體和韌體。他在國際期刊和會議上發表或共同發表了14篇論文,並擔任志願者。他是IEEE Transactions on Circuits and Systems I: Regular Papers、IEEE Transactions on Circuits and Systems II: Express Briefs、IEEE Transactions on Device and Materials Reliability及World Journal of Engineering的審稿人。他的主要興趣為VLSI的超低電壓數位與混合信號電路,以及針對廣泛應用開發的嵌入式系統。
Prof. Daniele D. Caviglia於1980年和1982年分別在意大利熱那亞大學獲得電子工程學位和計算機工程專業學位。1983年,他加入熱那亞大學電氣工程研究所,擔任電子學助理教授。自1984年以來,他在生物物理與電子工程系(DIBE)任職,1992年升任副教授,2000年成為正教授。2002年至2008年,他擔任DIBE主任。目前,他在熱那亞大學的電氣、電子與電信工程及海軍建築系(DITEN)教授研究生課程,內容包括電信電子系統、分散式電子系統及環境監測技術與集成電子學,以及本科生的電子系統實驗室課程。他還積極開發用於民事保護和安全應用的環境監測創新解決方案。他的研究興趣包括電信電子電路和系統的設計、健康與安全的電子設備,以及用於物聯網(IoT)應用的能量收集技術。他是IEEE的終身會員。