Page 172 - ITU Journal Future and evolving technologies – Volume 2 (2021), Issue 2
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ITU Journal on Future and Evolving Technologies, Volume 2 (2021), Issue 2




                                                                Binary
          the previous chip. In [4], the detection method presented                            &,(
                                                                input
                                                                      Bit-to-
                                                                            X "        "  MoSK    %  ( )
                                                                      symbol    +
          in [10] was considered for MoTDMA systems. In this         mapping            modulation
          detection scheme, the number of received molecules is
                                                                                MTH
          compared with a variable threshold, which is directly set            address          Diffusive
                                                                                                channel
          as the number of molecules of the same type that are
          received in the previous transmission period. For the            Binary                 �
                                                                           output  Receiver    0,( ( )  Interference from
          MTH‑MoSK DMC system proposed in [8], two detection                            Sampling   -
                                                                              processing              other nanomachines
          schemes using the principles of majority vote and Equal‑                                �
          Gain Combining (EGC) were designed and studied. It was  Fig. 1 – System diagram showing the components of MTH‑MoSK DMC
          shown that the detection performance of both detection  systems.
          schemes is severely affected by MAI.
                                                               ing joint MTH‑assisted multiple access and MoSK modula‑
          Therefore, in this paper, we introduce a low‑complexity
                                                               tion, where each transmitted symbol conveys log    bits.
                                                                                                        2
          detection scheme which has an MAI mitigation capabil‑  In an MTH‑MoSK DMC system, the symbol duration of   
                                                                                                                 
          ity for MTH‑MoSK DMC systems.  Speci ically, we in‑  seconds is divided into    chips of each lasting    =    /  
          vestigate and compare two types of low‑complexity de‑                                        ℎ      
                                                               seconds. We assume that the system supports    ≤   
          tection schemes. As the baseline, the  irst one is the
                                                               nano‑machines and they have a similar distance    from a
          above‑mentioned EGC assisted detection [8], which has
                                                               common Access Point (AP), which may be connected with
          low complexity but experiences MAI. The second one is
                                                               other communication networks.
          also in the principle of EGC but assisted by interference
          mitigation processing, which is therefore referred to as  As illustrated in Fig. 1, log    bits of binary in‑
                                                                                          2
          EGC‑IM for convenience of description. Our further dis‑  formation are mapped to a   ‑ary symbol        ∈
          course will show that the EGC‑IM scheme only imposes  {0, 1, … ,    − 1} to be transmitted by the   th nano‑
          a slight increase of computation on the EGC scheme, but  machine. Using the unique MTH address code assigned
          employs the capability to effectively mitigate MAI. Our  to the    nano‑machine, which is expressed as              =
          simulation results show that MAI dominates the achiev‑  [   ,    , … ,    (  −1) ],    (  )  ∈ [0,    − 1], the symbol    is
                                                                     (1)
                                                                 (0)
                                                                                                               
                                                                       
                                                                   
          able performance, when Signal‑to‑Noise Ratio (SNR) is  signed to give        
          relatively high. In this case, the EGC‑IM scheme can sig‑
          ni icantly outperform the conventional EGC scheme.
                                                                                (1)
                                                                            (0)
          The contribution of this paper can be brie ly summarized            =[   ,    , … ,    (  −1) ]
          as follows:                                                                     
                                                                        =   ⋅ 1 1 1 (1×  )  ⊕            
                                                                             
            • An EGC‑IM detection scheme is proposed for MTH‑                   (0)      (1)         (  −1)
                                                                        =[   ⊕    ,    ⊕    , … ,    ⊕     ],
                                                                              
                                                                                                   
                                                                                       
             MoSK DMC systems. The EGC‑IM scheme has low                                               
                                                                             = 1, 2, … ,                     (1)
             complexity, which is similar to the conventional EGC
             scheme. However, the EGC‑IM scheme employs the
             capability of MAI mitigation.
                                                               where ⊕ presents the addition operation in the Galois
            • The detection performance of an EGC‑IM scheme     ield GF (  ) [11] and 1 1 1 (1×  )  is an all‑one‑element row
             is investigated and compared with that of the con‑  vector of length   . Therefore, the elements of          take
                                                                                                            
             ventional EGC scheme, showing that the EGC‑IM     values in {0, 1, … ,    − 1}. After the MTH processing,
             scheme is a high‑ef iciency detection scheme for    ‑ary MoSK modulation is implemented, as shown in
             MTH‑MoSK DMC to simultaneously support multiple   Fig. 1, and the corresponding types of molecules are suc‑
             nano‑machines.                                    cessively emitted into the DMC environment from    = 0
                                                               to    =    − 1. To explain the principles in more de‑
          The remainder of the paper is presented as follows. Sec‑

                                                               tail, we consider an MTH‑MoSK DMC system supporting
          tion 2 introduces the DMC channel model and the princi‑
                                                                  = 2 nano‑machines, whose MTH address codes are
          ple of MTH‑MoSK DMC. In Section 3, we present the prin‑
                                                                        = [6, 2, 5, 7, 3, 4] and          = [0, 1, 7, 3, 6, 2], respectively.
                                                                                     2
                                                                1
          ciples of the conventional EGC and the proposed EGC‑IM   The symbols transmitted by the two nano‑machines are

          schemes. Performance results are demonstrated in Sec‑      = 7 and    = 2, respectively. Then, after the ad‑
                                                                 1
                                                                             2



          tion 4. Finally, the main conclusions from research are   dition operations in the Galois  ield, we obtain          1  =





          summarized in Section 5.
                                                               [1, 5, 2, 0, 4, 3] and          = [2, 3, 5, 1, 4, 0], which determine
                                                                                 2
                                                               which type of molecule is emitted within a chip of a sym‑
          2.    SYSTEM MODEL                                   bol duration.
                                                               Speci ically, if within the   th chip of the   th symbol du‑
          2.1  Transmitted signal                              ration, the type‑   molecules is emitted by the   th nano‑
                                                               machine to transmit information, according to Fick’s
          The system diagram for the MTH‑MoSK system is shown   law [12, 13], the concentration of the   th type of infor‑
          in Fig. 1. We assume that the MTH‑MoSK DMC system em‑   mation molecules sampled at time    ≥ (     +   )    can be
                                                                                                         ℎ

          ploys    types of information molecules for implement‑  expressed as
          158                                © International Telecommunication Union, 2021
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