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Advances in Signal Processing and Communication Engineering de Pradip Kumar Jain

Advances in Signal Processing and Communication Engineering: Lecture Notes in Electrical Engineering, cartea 1157

Editat de Pradip Kumar Jain, Yatindra Nath Singh, Ravi Paul Gollapalli, S. P. Singh
en Limba Engleză Hardback – 4 iul 2024

Remarcăm în deschiderea acestui volum un exercițiu tehnic riguros dedicat modelării circuitelor concentrate la scară nanometrică, o abordare care stabilește tonul pentru întreaga lucrare: precizie matematică aplicată în rezolvarea provocărilor hardware actuale. Suntem de părere că volumul Advances in Signal Processing and Communication Engineering, editat de Pradip Kumar Jain și colaboratorii săi, reprezintă o resursă esențială pentru înțelegerea modului în care algoritmii avansați pot optimiza infrastructura de comunicații modernă.

Structura cărții urmărește o progresie logică de la fundamentul teoretic la aplicații complexe. Primele capitole explorează metode matematice și modele de Deep Learning aplicate în clasificarea imaginilor medicale (precum cele pentru retinopatia diabetică), trecând apoi spre configurarea razei de comunicare în rețelele de senzori wireless (WSN). Pe linia practică a volumului Communications, Signal Processing, and Systems, dar cu un focus mai pronunțat pe provocările tehnice și de mediu specifice tehnologiei 5G, acest titlu oferă soluții concrete pentru partajarea spectrului în rețelele vehiculare și îmbunătățirea lățimii de bandă prin antene MIMO.

Fiecare lucrare inclusă în cele peste 600 de pagini trece dincolo de teorie, propunând strategii de utilizare optimă a resurselor pentru a crește eficacitatea sistemelor în termeni de putere de radiație și lățime de bandă. Analiza este tehnică și aplicată, fiind susținută de date experimentale care validează modelele propuse pentru procesarea semnalelor radar, biomedicale și vocale.

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Specificații

ISBN-13: 9789819705610
ISBN-10: 9819705614
Pagini: 636
Ilustrații: XX, 613 p. 419 illus., 317 illus. in color.
Dimensiuni: 160 x 241 x 38 mm
Greutate: 1.23 kg
Ediția:2024
Editura: Springer
Colecția Lecture Notes in Electrical Engineering
Seria Lecture Notes in Electrical Engineering

Locul publicării:Singapore, Singapore

De ce să citești această carte

Această lucrare se adresează inginerilor și cercetătorilor care au nevoie de modele matematice validate pentru optimizarea sistemelor 5G și a rețelelor de senzori. Cititorul câștigă acces la studii de caz de ultimă oră despre implementarea algoritmilor de optimizare în procesarea imaginilor și a semnalelor, oferind un avantaj competitiv în proiectarea infrastructurii de telecomunicații de generație următoare.

Despre autor

Editorii acestui volum, printre care se numără Pradip Kumar Jain și Yatindra Nath Singh, sunt academicieni și experți recunoscuți în domeniul ingineriei electrice și electronice. Contribuția lor colectivă reflectă expertiza acumulată în cadrul conferinței ICASPACE, concentrându-se pe integrarea inovațiilor din procesarea semnalelor cu nevoile stringente ale ingineriei comunicațiilor. Pradip Kumar Jain are o experiență vastă în coordonarea cercetărilor de înalt nivel, asigurând o selecție riguroasă a lucrărilor care aduc valoare adăugată seriei Lecture Notes in Electrical Engineering.

Descriere scurtă

This book comprises select proceedings of the International Conference on Advances in Signal Processing and Communication Engineering (ICASPACE 2023). The book covers several theoretical and mathematical approaches addressing day-to-day challenges in signal, image, and speech processing and advanced communication systems. It primarily focuses on effective mathematical methods, algorithms, and models that enhance the performance of existing systems. The topics covered in the book are advances in signal processing (radar and biomedical), image processing, speech processing, technical and environmental challenges in 5G technology, and strategies for optimal utilization of resources to improve the efficacy of the communication systems in terms of bandwidth and radiating power, etc. The works published in the book will remarkably be helpful to prospective scholars, academicians, and students seeking knowledge in signal processing and communication engineering.

Cuprins

Lumped Circuit Modeling at Nanoscale.- Deep Learning Model for Multiclass Classification of Diabetic Retinal Fundus Images Using Gradient Descent Optimization.- Configuration of the Communication Radius for Partial Coverage in WSN.- Bandwidth enhancement of two-element closely spaced MIMO Antenna for WLAN applications.- Spectrum Sharing for D2D based vehicular networks using optimum pricing algorithm with delayed CSI feedback.

Notă biografică

Pradeep Kumar Jain is a Professor in Electronics Engineering, and he is the Director of the National Institute of Technology Patna. Dr. Jain has immense experience both in research and administration. He made a significant contribution to the analysis, modeling, and development of high-power microwave tubes and gyrotron devices. Prof. Jain guided 20 doctoral theses and has 100 peer-reviewed articles published in indexed journals, 200 conference proceedings, a patent, and authored six book/monograph chapters, to his credit. He served in various administrative positions as Dean-R&D at IIT (BHU), Varanasi; Coordinator of Microwave Tubes Research Centre and Centre of Advanced Studies; and Head of the Department of Electronics Engineering, IIT (BHU). Prof. Jain did extensive R&D activities in collaboration with CEERI (CSIR, Pilani), DRDO, and IPR (DAE, Gandhi Nagar), and successfully executed numerous sponsored research projects.
Yatindra Nath Singh is currently a Professor in theDepartment of Electrical Engineering at IIT Kanpur. Prof. Singh has led a team of researchers and academicians across India to develop Brihaspati, a project that aims at developing a platform-independent highly scalable content delivery system for a web-based e-learning system. He pursued his undergraduate in electrical engineering from REC Hamirpur (present National Institute of Technology Hamirpur), a master's with a specialization in optoelectronics and optical communications, and a Ph.D. in optical communication networks from IIT Delhi. He supervised 15 Ph.D. theses, published several journal articles and conference proceedings, and completed several sponsored projects besides Brihaspati.
Ravi Paul Gollapalli is an Associate Professor in the Department of Engineering Technology at the University of North Alabama. He has an electrical engineering background with a specialization in optics and has research experience in signal and image processing, pattern recognition analysisfor remote sensing, and applications of femtosecond lasers. Dr. Gollapalli received his Ph.D. from the University of Alabama, Huntsville, and was a Post-doctoral Research Associate at the University of South Alabama, USA. He has published his works in peer-reviewed journals, conferences, and a book chapter. Besides, Dr. Gollapalli is actively involved in experimental works, numerical simulations, simulation of femtosecond laser pulse propagation in materials, fabrication of nanostructures on glass and silicon substrates using micro-/nanofabrication processes, and designing RF circuits for noise analysis. Further, he built an optical amplifier (EDFA) and supported the processing of signals from an impedance probe equipped on board the NASA SOUND rocket.
Sohanpal Singh is Professor and Head of the Electronics and Communication Engineering Department at Mahatma Gandhi Institute of Technology, Hyderabad. He worked for 18 years in the Indian Army Corps of EME. During his service in the Indian Army, he was in radar maintenance activities. Dr. Singh has developed a synchro-based training model for defense applications, received several cash rewards for his indigenization work on the radar Schilka, and did several modifications in radar SFM to reduce the error rate. Later he chose his career as an Academician. Dr. Singh received his Ph.D. from Osmania University, Hyderabad, in 2007. He supervised three doctoral theses so far, and four are in progress. He has over 115 publications in journals and conference proceedings and completed several funded projects from AICTE.

Caracteristici

Comprises select peer-reviewed proceedings of the conference ICASPACE 2023 Enriches understanding by including contributions from leading experts across the globe Covers theoretical and mathematical approaches addressing challenges in signal, image, speech processing, etc