TY - JOUR
T1 - Monitoring in a predator-prey systems via a class of high order observer design
AU - Mata-Machuca, Juan Luis
AU - Martínez-Guerra, Rafael
AU - Aguilar-López, Ricardo
PY - 2010/4
Y1 - 2010/4
N2 - The goal of this work is the monitoring of the corresponding species in a class of predator-prey systems, this issue is important from the ecology point of view to analyze the population dynamics. The above is done via a nonlinear observer design which contains on its structure a high order polynomial form of the estimation error. A theoretical frame is provided in order to show the convergence characteristics of the proposed observer, where it can be concluded that the performance of the observer is improved as the order of the polynomial is high. The proposed methodology is applied to a class of Lotka-Volterra systems with two and three species. Finally, numerical simulations present the performance of the proposed observer.
AB - The goal of this work is the monitoring of the corresponding species in a class of predator-prey systems, this issue is important from the ecology point of view to analyze the population dynamics. The above is done via a nonlinear observer design which contains on its structure a high order polynomial form of the estimation error. A theoretical frame is provided in order to show the convergence characteristics of the proposed observer, where it can be concluded that the performance of the observer is improved as the order of the polynomial is high. The proposed methodology is applied to a class of Lotka-Volterra systems with two and three species. Finally, numerical simulations present the performance of the proposed observer.
KW - Monitoring
KW - Nonlinear observers
KW - Polynomial form
KW - Predator-prey systems
UR - http://www.scopus.com/inward/record.url?scp=77249129336&partnerID=8YFLogxK
U2 - 10.1016/j.biosystems.2010.01.003
DO - 10.1016/j.biosystems.2010.01.003
M3 - Artículo
SN - 0303-2647
VL - 100
SP - 65
EP - 69
JO - BioSystems
JF - BioSystems
IS - 1
ER -