Electronic Nose: Algorithmic Challenges
Lei Zhang, Fengchun Tian, David Zhang.

Informasi Umum

Kode

21.21.1577

Klasifikasi

006.4 - Interfacing and Communications

Jenis

Buku - Elektronik (E-Book)

Subjek

Electronic

No. Rak

Dilihat

211 kali

Informasi Lainnya

Abstraksi

This book presents the key technology of electronic noses, and systematically describes how e-noses can be used to automatically analyse odours. Appealing to readers from the fields of artificial intelligence, computer science, electrical engineering, electronics, and instrumentation science, it addresses three main areas: First, readers will learn how to apply machine learning, pattern recognition and signal processing algorithms to real perception tasks. Second, they will be shown how to make their algorithms match their systems once the algorithms don't work because of the limitation of hardware resources. Third, readers will learn how to make schemes and solutions when the acquired data from their systems is not stable due to the fundamental issues affecting perceptron devices (e.g. sensors). In brief, the book presents and discusses the key technologies and new algorithmic challenges in electronic noses and artificial olfaction. The goal is to promote the industrial application of electronic nose technology in environmental detection, medical diagnosis, food quality control, explosive detection, et cetera and to highlight the scientific advances in artificial olfaction and artificial intelligence. The book offers a good reference guide for newcomers to the topic of electronic noses, because it refers to the basic principles and algorithms. At the same time, it clearly presents the key challenges - such as long-term drift, signal uniqueness, and disturbance - and effective and efficient solutions, making it equally valuable for researchers engaged in the science and engineering of sensors, instruments, chemometrics, et cetera.

Koleksi & Sirkulasi

Tersedia 1 dari total 1 Koleksi

Pengarang

Nama	Lei Zhang, Fengchun Tian, David Zhang.
Jenis	Perorangan
Penyunting
Penerjemah

Penerbit

Nama	Springer Nature Singapore Pte Ltd
Kota	Singapore
Tahun	2018

Sirkulasi

Harga sewa	IDR 0,00
Denda harian	IDR 0,00
Jenis	Non-Sirkulasi

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