Current Trends in Signal Processing
Volume 12, Issue 2 (2022)
Published
Table of contents
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Monitoring of Disable Patients with their Medical conditions using K-NN Classifier Algorithm
Abstract: In this paper a general procedure for the infirmity assessment of patients with ineptitudes is presented. It relies upon consistently activity examination using ordinary accelerometer sensors conveyed by the noticed person while at home without clinical staff present. The k-NN classifier is being used to study six different types of activities after preliminary data pre-planning, followed by further decreases in estimation and confirmation time. Promising results are gotten which could …
Published in Current Trends in Signal Processing · Vol. 12, Issue 2, 2022 · pp. 1–7 Read article
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Automatic Saline Monitoring System
Abstract: Doctors use Intravenous (IV) therapy to replenish lost fluids flush wounds, deliver medicals and sustain patients through surgery, dialysis and chemotherapy. IV therapy is also used when a person requires a large dose of medication for an extended period of time or when a person requires multiple injections while receiving treatments for some chronic conditions. When fed with saline, monitoring the level of saline is mandatory. There are cases where …
Published in Current Trends in Signal Processing · Vol. 12, Issue 2, 2022 · pp. 14–18 Read article
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Optimized Residual Neural Network for Audio Spoof Detection in Speaker Verification Systems
Abstract: The Automatic speaker verification system is a type of biometric technology that utilizes speech to determine if a person is an authentic user or not. Unfortunately, such systems can be susceptible to audio-spoofing attacks. The proposed work deals with this problem of Audio Spoofing by employing Residual Networks to determine if a voice signal is bonafide or not. A comparative study of Mel-frequency Cepstral coefficients (MFCC), Constant Q Cepstral Coefficients …
Published in Current Trends in Signal Processing · Vol. 12, Issue 2, 2022 · pp. 19–32 Read article
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Orthogonal Thirty-Two Phase Sequence Sets Design
Abstract: In using orthogonal signals, a multi-input, multi-output (MIMO) radar system and a spread spectrum communication system can improve operating efficiency. The usage of polyphase coded signals as pulse compression sequences sets is a superior alternative. The Modified Genetic Algorithm (MGA) is utilized as a global optimization strategy to create thirty-two phase sequence sets in this work. Design orthogonal thirty-two phase sequence sets with an impulse-like Autocorrelation Function (ACF) and a …
Published in Current Trends in Signal Processing · Vol. 12, Issue 2, 2022 · pp. 33–39 Read article
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IOT BASED FOOD CLASSIFYING SYSTEM
Abstract: Importance of good can never be ignored. It is well understood by two popular proverbs: “Health is wealth” and “A healthy brain resides in healthy body”. Nowadays, in this busy lifestyle, people generally do not pay proper attention to their diet plan. They become unable to plan their diet properly to maintain the desired body build-up and body mass index (BMI). Moreover, they do not become able to know the …
Published in Current Trends in Signal Processing · Vol. 12, Issue 2, 2022 · pp. 8–13 Read article