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Table 1 Algorithm setup and complexity

From: Joint optimization of detection threshold and resource allocation in infrastructure-based multi-band cognitive radio networks

Algorithm

Offline

Online/iterative

OSAPA

SSAPA

SDT

ADT

UDT

Complexity

OFLO

 

    

O m ( NK ε 2 )

OFLS

  

   

O m ( 4 NK + K 3 K 2 2 + 1 ε 2 )

ONLO

 

 

  

O r ( NK ε 2 + N 1 . 5 )

ONLS

 

 

  

O r ( 4 NK + K 3 K 2 2 + 1 ε 2 + N 1 . 5 )

ADTO

 

  

 

O r ( NK ε 2 + N 1 . 5 )

ADTS

 

 

 

 

O r ( 4 NK + K 3 K 2 2 + 1 ε 2 + N 1 . 5 )

UDTO

  

   

O NK ε 2

UDTO

   

  

O 4 NK + K 3 K 2 2 + 1 ε 2

  1. This table lists the algorithm configuration and the corresponding complexity level of all algorithms.