Title :
Signal processing for preserving the environment
Author_Institution :
Electr. & Comput. Eng. Dept., Univ. of Massachusetts, North Dartmouth, MA, USA
Abstract :
Summary form only given. Signal processing has now had many benefits to our daily life though we may not be aware of. For examples: microprocessors (a kind of signal processor) are used to control gas consumption to make our cars more fuel efficient and signal processing is used to predict the major weather changes. Signal processing has played important roles in our environment including land water and air, through monitoring, control and prediction functions. In this presentation, the recent progress of signal processing, including hardware, software and algorithms, the neural networks, and the roles of remote sensing, will be reviewed first. This is followed by presenting several examples of using signal processing to preserve our environment. Some notable examples are: monitoring of landmines, pollutants in waterways, the salinity in the coastal zones, and the changes in environment; control of oil spills, flood mapping and control; inspection of damages of forest fires; prediction of major storms; etc. It is noted that signal processing is closely linked to pattern recognition in many of these examples. Signal processing in conjunction with pattern recognition will play an increasingly important role in all of these activities that aim to preserve our precious environmental resources.
Keywords :
environmental factors; environmental science computing; neural nets; pattern recognition; signal processing; coastal zone; environment preservation; flood mapping; forest fires; landmines; neural network; oil spills; pattern recognition; pollution; remote sensing; signal processing; storms; Fuels; Microprocessors; Neural network hardware; Neural networks; Pattern recognition; Remote monitoring; Signal processing; Signal processing algorithms; Software algorithms; Weather forecasting;
Conference_Titel :
Pattern Recognition, 2002. Proceedings. 16th International Conference on
Print_ISBN :
0-7695-1695-X
DOI :
10.1109/ICPR.2002.1048354