the Bugsystem includes several ensemble operators which compute a statistic 

 (e.g., an estimate of the mean or mean vector or even a histogram) for every 

 frame defined within the operand data. The Bugsystem also includes serial 

 correlation operators (viz., AUTOCORRELATION and CROSS 

 CORRELATION). Programs providing for analysis in the frequency domain, 

 sinusoidal, regression and polynomial regression are currently under 

 development. 



REFERENCES 



1. Batschelet, E. 1965. Statistical Methods for the Analysis of Problems in 

 Animal Orientation and Certain Biological Rhythms. AIBS Monograph. 

 Wasliington, D.C. pp. 1-57. 



2. Davenport, D., G.J. Culler, J.O.B. Greaves, R.B. Forward and W.G. Hand. 

 1970. The Investigation of the Behavior of Microorganisms by 

 Computerized Television. IEEE Trans. BME 17: 230-237. 



3. Fraenkel, G.S. and D.L. Gunn. 1961. The Orientation of Animals. Dover. 

 New York, pp. 1-367. 



4. Greaves, J.O.B. 1971. An On- Line Television Computer System for the 

 Study of the Behavior of Microorganisms. Ph.D. Dissertation. Dept. Elec. 

 Eng., Univ. of California, Santa Barbara. 



5. Greaves, J.O.B. 1975. The Bugsystem: The Software Structure for the 

 Reduction of Quantized Video Data of Moving Organisms. IEEE Proc. 63: 

 1415-1425. 



6. Hand, W.G. and J. A. Schmidt. 1975. Phototactic Orientation by the Marine 

 Dino flagellate Gyrodinium dorsum Kofoid. II. Flagellar Activity and 

 Overall Response Mechanism, J. Protozoel. 22: 494-498. 



7. Martin, W. and K. Brinkman. 1976. A Computer Program System for the 

 Analysis of Equispaced Time Series. J. Inter discipl. Cycle Res. 7: 251-258. 



8. Wilson, R.S. 1976. Light Elicited Behavior of the Marine Dinoflagellate 

 Ceratium dens. Ph. D. Dissertation. Dept. Biol. Sci., Univ. of California, 

 Santa Barbara. 



272 



