Here is a list of publications somehow related to our problem.

General

  1. Normal temperature, pulse and breath rate for adult horses
  2. Iris and Periocular Recognition in Arabian Race Horses Using Deep Convolutional Neural Networks
  3. HEART RATE DETECTION FROM IMPEDANCE PLETHYSMOGRAPHY BASED ON CONCEALED CAPACITIVE ELECTRODES
  4. Non-contact ECG measurement using EPIC Sensors
  5. VIBRATION ANALYSIS USING A MEMS ACCELEROMETER
  6. Numerical recipes in C

Animal illness prediction

  1. Similarity networks for classification: a case study in the Horse Colic problem from Lluís Belanche and Jerónimo Hernández
  2. Predicting Lameness in Sheep Activity Using Tri-Axial Acceleration Signals
  3. Detection of lameness and determination of the affected forelimb in lame horses by use of continuous wavelet transformation and neural network classification of kinematic data
  4. K-Means Clustering for Horse Colic Data

Activity detection

  1. Validity and practical utility of accelerometry for the measurement of in-hand physical activity in horses
  2. Development of Equine Gait Recognition Algorithm
  3. A Comparison of Feature Extraction Methods for the Classification of Dynamic Activities From Accelerometer Data
  4. Activity Recognition from Accelerometer Data
  5. A Triaxial Accelerometer-Based Physical-Activity Recognition via Augmented-Signal Features and a Hierarchical Recognizer
  6. A Comparison of Feature Extraction Methods for the Classification of Dynamic Activities From Accelerometer Data
  7. Creating a behavioural classification module for acceleration data: using a captive surrogate for difficult to observe species
  8. A User-Adaptive Algorithm for Activity Recognition Based on K-Means Clustering, Local Outlier Factor, and Multivariate Gaussian Distribution
  9. A Feature Selection-Based Framework for Human Activity Recognition Using Wearable Multimodal Sensors

Ballistocardiography

  1. SHORT-TERM HEART RATE VARIABILITY AS A GENERAL INDICATOR OF HEALTH ESTIMATED BY BALLISTOCARDIOGRAPHY USING A HYDRAULIC BED SENSOR IN ELDER
  2. Physiological Parameter Estimation Using a Head-mounted Wearable Device
  3. Heart Rate Detection from Ballistocardiogram
  4. Very usefull lecture from University of WATERLOO

Patern recognition

  1. A new neural network approach for seismic event detection
  2. Periodicity Detection, Time-series Correlation, Burst Detection
  3. Accelerometer-Based Gesture Recognition with the iPhone
  4. A new neural network approach for seismic event detection

Embedded & AI

  1. Efficient implementation of SVM training on Embedded Electronic Systems
  2. Support vector clustering
  3. Distributed Neural Networks Microcontroller Implementation and Applications
  4. Correlation-based Feature Selection for Machine Learning
  5. Machine Learning for Embedded Systems: A Case Study

DSP&FF

  1. Digital Signal Processing in Python
  2. Harmonic Analysis Using FFT and STFT
  3. HARMONICS - Understanding the Facts
  4. Frequency analysis of accelerometer measurements on trains
  5. FOURIER TRANSFORMS Sampling

Patents

  1. Mobile animal surveillance and distress monitoring NightWatch24 US Patent N9629340
  2. Supervision System of Evolution of a horse