State-Space Representation with Initial Conditions: Finding the Right DSP Book

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SUMMARY

The discussion focuses on finding a suitable book for understanding state-space representation with initial conditions in Digital Signal Processing (DSP). Participants recommend resources in digital control theory, emphasizing the importance of initial conditions as they define the system's state at time n=0. The conversation highlights that initial conditions are crucial for analyzing the system's behavior from negative infinity to zero, impacting filtering studies.

PREREQUISITES
  • Understanding of Digital Signal Processing (DSP)
  • Familiarity with state-space representation
  • Basic knowledge of digital control theory
  • Concept of initial conditions in system dynamics
NEXT STEPS
  • Research recommended DSP textbooks focusing on state-space representation
  • Explore digital control theory resources that cover initial conditions
  • Study the implications of initial conditions on filtering techniques
  • Investigate practical applications of state-space models in DSP
USEFUL FOR

Students and professionals in digital signal processing, control theory enthusiasts, and anyone interested in the effects of initial conditions on system behavior.

truva
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Could you advise a DSP book which explains state-space representation with initial conditions. Initial conditions part is important for me. Thanks.
 
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probably you're looking for a book in digital control theory.you can represent the initial conditions as the state of the system at time n=0 where the history of the system from -inf to 0 is what gets you these non-zero states at time 0.
 
rbj said:
probably you're looking for a book in digital control theory.


you can represent the initial conditions as the state of the system at time n=0 where the history of the system from -inf to 0 is what gets you these non-zero states at time 0.

No I am not related any of the control theory. I study filtering and the effects of its initial conditions.
 

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