Page 78 - ITU Journal Future and evolving technologies Volume 2 (2021), Issue 7 – Terahertz communications
P. 78

ITU Journal on Future and Evolving Technologies, Volume 2 (2021), Issue 7




          which can be expressed as                            antenna arrays. Thus, selecting the beam code from a pre‑
                                                                 ined  codebook  is  frequently considered in  THz  com‑
                                                         
           a(   ,   ) = [1, ⋯ ,        2              sin    , ⋯ ,        2           (      −1) sin    ] ,  munications.
                               
                                             
                
                                                       (5)     For a LOS scenario in THz band, the channel is dominated
          where    is the antenna element index with 0 ≤    ≤  by the LOS component assuming its power is signi icantly
             − 1.    denotes the number of antennas,    is the an‑  larger  than  that  of  the  other  MPCs  [8],  [6].  In  such  a
                    
             
          tenna spacing and    is the speed of light. In an indoor  case,  the  beamforming  problem  is    ied  to   inding
                                                 2
          THz channel, the LOS path gain |          (   ,   )| depends  the AoD of the LOS component, and setting the beamfor-
                                               
          on the spreading loss                 (   ,   ) and absorption loss  ming vector as the steering vector pointing to the AoD of
                                      
                    (   ,   ),                                 the LOS  component.  Thus,  the  codebook  is  composed
                 
                                                               only  of  steering  vectors.  In  addition,  in  the  LOS
                           2
               |          (   ,   )| =                 (   ,   )          (   ,   ),  scenario,  the  coherence  bandwidth  is  relatively  larger
                                        
                        
                                                 
                                       2
                                                               due to the dominance of the LOS component, i.e., the LOS
                                (   ,   ) = (  ) ,     (6)
                          
                                2                              channel exhibits a   latter  frequency  response  than  that
                                     
                            (   ,   ) =    −          (        ) .  of the NLOS channel.  Thus, neighboring subcarriers can
                          
                                                               employ the same beamforming vector.
          In (6),    stands for the distance between transmit‑  However, in an indoor THz scenario, the LOS propagation
          ter and receiver, and           (   ,   ) denotes the frequency‑  might  be  blocked  by  the  presence  of  obstacles  like  mo-
                                   
          dependent medium absorption coef icient. The NLOS    ving persons, furniture, or many diverse objects [6]. In that
          components depend additionally on the re lection coef‑  case, the codebook cannot be designed as the composition
           icient of the correponding surface. The squared magni‑  of steering vectors anymore but has to be speci ically tai‑
          tude of the   th NLOS coef icient assuming  irst‑order re‑  lored to the NLOS scenario.  Also, the NLOS channel may
           lection of the re lecting surface is given by       be  frequency‑selective  due  to  the  absence  of  the  LOS
                                                               component.   Therefore,  each  subcarrier  should  be
                                                   2
                                                               assigned a carefully designed code word.
                          2
                      2
             |   (   ,    )| = Γ (   ,    ) ( 2     (     ,1  +    )  )  (7)  According to the aforementioned difference between the
                               
                            
                   
                
                      
                                  
                                         
                                                 ,2
                       ×    −          (      (     ,1 +     ,2 )) ,  LOS  beamforming  and  the  NLOS  beamforming,  a  pre‑
                                                               judgement regarding the propagation scenario has to be
          where Γ (   ,    ) is the product of the Fresnel re lection  conducted  before  beamforming.  Since  the  LOS  compo‑
                     
                   
                        
          coef icient and the scattering coef icient and can be calcu‑  nent power is nearly 20 dB larger than that of the NLOS
          lated as given in [6]. Due to the high re lection loss in the  components  in  the  considered  typical  indoor  scenario, the
          THz band, the restriction to  irst‑order re lection MPCs is  channel  can  be    ied  by  the  receive  power.  For  a
          justi ied.                                           training  block,  if  the  measured  receive  power  is  higher
          In [22], the authors advocated the extension of a statisti‑  than  a  threshold     ,   the  channel  will  be    ied  to  a
                                                                                  ℎ
          cal channel model to the THz case in order to character‑  LOS channel, and the LOS beamforming procedure will be
          ize the re lection behavior of the furniture. As discussed  performed in the BA phase.  Otherwise, the channel will be
          in [8], [24] and [22], modeling the re lection components  considered as a NLOS channel and the procedure for the
          due to furniture by the ray‑tracing technique is not feasi‑  NLOS  beamforming  will  take  place  in  the  following  BA
          ble due to an extremely high computational load. Thus,  phase.  The  power  threshold       ℎ   depends  on  the  geome‑
          we adopt the hybrid channel modeling idea in [22] that  try of the propagation scenario, the humidity of the atmo‑
          the LOS component and the re lection components due  sphere  and  the  material  of  the    lecting  objects.  Thus, the
          to the walls and ceiling are generated by the ray‑tracing  power  threshold  must  be  designed  based  on  the  given
          technique and the re lection components due to the fur‑  propagation scenario and no general rule regarding its se‑
          niture are generated via the Saleh‑Valenzuela (S‑V) chan‑  lection can be introduced.  The adopted power threshold
          nel model. We adopt the parameters’ setting of the S‑V  choice  will  be  discussed  in  detail  in  Section  3.  After  the
          channel model in [22]. The details of this hybrid channel  channel  assessment,  the  beamforming  vectors  for  each
          modeling can be found in [22].                       subcarrier  are  determined  by  the  corresponding  BA
                                                               procedure, which will be discussed in detail in Section 4.
          2.3 Beamforming framework
                                                               3.   CODEBOOK DESIGN
          From a system level, the beamforming at the transmit‑
          ter is required to maximize the sum receive power over  In  this  section,  we  discuss  the  hierarchical  beam  code‑
          the transmission band. If H[  ] for all    = 1, 2, ⋯ ,    is  book used in hierarchical beam alignment.  Hierarchical
          known at the transmitter, the optimal beamforming vec‑  codebooks  have  been  already  studied  in  [25].  The  hie-
          tor can be computed using the approach provided in [10].  rarchical  codebook  is  also  the  core  of  the  hierarchical
          However, in THz communications it is not practical to per‑  beam alignment, which helps to improve the ef iciency in
          form an entry‑wise estimation of the channel matrix at  searching for the best beam code. In this section, we  irst
          the transmitter, which has a large scale due to the large  introduce  the    inition  of  the  hierarchical  codebooks,
          66                                 © International Telecommunication Union, 2021
   73   74   75   76   77   78   79   80   81   82   83