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10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

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Page 1: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

10-IEEE802.16 and WiMax

Page 2: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

According to the applications, we define three “Area Networks”:

• Personal Area Network (PAN), for communications within a few meters. This is the typical Bluetooth or Zigbee application between between personal devices such as your cell phone, desktop, earpiece and so on;

• Local Area Network (LAN), for communications up 300 meters. Access points at the airport, coffee shops, wireless networking at home. Typical standard is IEEE802.11 (WiFi) or HyperLan in Europe. It is implemented by access points, but it does not support mobility;

• Wide Area Network (WAN), for cellular communications, implemented by towers. Mobility is fully supported, so you can move from one cell to the next without interruption. Currently it is implemented by Spread Spectrum Technology via CDMA, CDMA-2000, TD-SCDMA, EDGE and so on. The current technology, 3G, supports voice and data on separate networks. For current developments, 4G technology will be supporting both data and voice on the same network and the standard IEEE802.16 (WiMax) and Long Term Evolution (LTE) are the candidates

Applications: various Area Networks

Page 3: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

More Applications

1. WLAN (Wireless Local Area Network) standards and WiFi. In particular:

• IEEE 802.11a in Europe and North America

• HiperLAN /2 (High Performance LAN type 2) in Europe and North America

• MMAC (Mobile Multimedia Access Communication) in Japan

2. WMAN (Wireless Metropolitan Network) and WiMax

• IEEE 802.16

3. Digital Broadcasting

• Digital Audio and Video Broadcasting (DAB, DVB) in Europe

4. Ultra Wide Band (UWB) Modulation

• a very large bandwidth for a very short time.

5. Proposed for IEEE 802.20 (to come) for high mobility communications (cars, trains …)

Page 4: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

IEEE 802.16 Standard

IEEE 802.16 2004 ( http://www.ieee802.org/16/ ):

Part 16: Air Interface for Fixed Broadband Wireless Access SystemsFrom the Abstract:• It specifies air interface for fixed Broadband Wireless Access (BWA) systems

supporting multimedia services;• MAC supports point to multipoint with optional mesh topology;• multiple physical layer (PHY) each suited to a particular operational environment:

Page 5: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

IEEE 802.16-2004 Standard

• WirelessMAN-SC, Single Carrier (SC), Line of Sight (LOS), 10-66GHz, TDD/FDD• WirelessMAN-SCa, SC, 2-11GHz licensed bands,TDD/FDD• WirelessMAN OFDM, 2-11GHZ licensed bands,TDD/FDD• WirelessMAN-OFDMA, 2-11GHz licensed bands,TDD/FDD• WirelessHUMAN 2-11GHz, unlicensed,TDD

MAN: Metropolitan Area Network

HUMAN: High Speed Unlicensed MAN

Table 1 (Section 1.3.4) Air Interface Nomenclature:

Page 6: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

IEEE 802.16e 2005:

Part 16: Air Interface for Fixed and Mobile Broadband Wireless Access Systems

Amendment 2: Physical and Medium Access Control Layers for Combined Fixed and Mobile Operation in Licensed Bands

and

Corrigendum 1

Scope (Section 1.1):• it enhances IEEE 802.16-2004 to support mobility at vehicular speed, for combined

fixed and mobile Broadband Wireless Access;• higher level handover between base stations;• licensed bands below 6GHz.

Page 7: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

IEEE 802.16-2004: Reference Model (Section 1.4), Figure 1

By Layers:

Service Specific Convergence Sublayer (CS)

CS-SAP SAP=Service Access Point

MAC Common Part Convergence Sublayer (CS)

MAC-SAP

Security Sublayer

Physical Layer

PHY-SAP

MAC

PHY

Section 5

Section 6

Section 7

Section 8

External Data

Page 8: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

Parameters for IEEE 802.16 (OFDM only)

802.16-2004 802.16e-2005

Frequency Band 2GHz-11GHz 2GHz-11GHz fixed2GHz-6GHz mobile

OFDM carriers OFDM: 256OFDMA: 2048

OFDM: 256OFDMA: 128, 256, 512,1024, 2048

Modulation QPSK, 16QAM, 64QAM QPSK, 16QAM, 64QAM

Transmission Rate 1Mbps-75Mbps 1Mbps-75Mbps

Duplexing TDD or FDD TDD or FDD

Channel Bandwidth (1,2,4,8)x1.75MHz(1,4,8,12)x1.25MHz8.75MHz

(1,2,4,8)x1.75MHz(1,4,8,12)x1.25MHz8.75MHz

Page 9: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

randomization

data Error

CorrectionCoding

TX

IEEE802.16 Structure

M-QAM mod

OFDM mod

De-rand.

data Error

CorrectionDecoding

RXM-QAM dem

OFDM dem

Coding rates

1/2

2/3

3/4

5/6

M-QAM

2

4

16

64

OFDM carriers

256

512

1024

2048

Choices:

Channel B/width

1.25 MHz

5 MHz

10 MHz

Page 10: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

OFDM and OFDMA (Orthogonal Frequency Division Multiple Access)

• Mobile WiMax is based on OFDMA;• OFDMA allows for subchannellization of data in both uplink and downlink;• Subchannels are just subsets of the OFDM carriers: they can use contiguous or

randomly allocated frequencies;• FUSC: Full Use of Subcarriers. Each subchannel has up to 48 subcarriers evenly

distributed through the entire band;• PUSC: Partial Use of Subcarriers. Each subchannel has subcarriers randomly

allocated within clusters (14 subcarriers per cluster) .

Page 11: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

Section 8.3.2: OFDM Symbol Parameters and Transmitted Signal

OFDM Symbol

gT bT

sT

dataguard

(CP)

1 1 1 1, , ,

4 8 16 32g

b

T

T

Page 12: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

An OFDM Symbol is made of• Data Carriers: data• Pilot Carriers: synchronization and estimation• Null Carriers: guard frequency bands and DC (at the modulating carrier)

channel

frequency

pilots data

Guard band

Guard band

to provide frequency guards between channels

1 (DC subcarrier is always zero)

pilots for channel tracking and synchronization

data subcarriers

guards

nulls guards

pilots

data

used pilots dat

N

N N

N

N

N N N

a

Page 13: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

FFT size 256 128 512 1024 2048

N_used 200 108 426 850 1702

N_nulls 56 20 86 174 346

N_pilots 8 12 42 82 166

N_data 192 96 384 768 1536

OFDM Subcarrier Parameters:

Fixed WiMax

Fixed and Mobile WiMax

Page 14: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

IEEE 802.16, with N=256

0

100

155

255

13

38

88

63

168

218

193

243

101

][ Lnx ][kX0

255

IFFT

Data (192)

Pilots (8)Nulls (56)

12

24

24

24

12

12

12

24

24

24

k

n

156

Page 15: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

IEEE802.16 Implementation

In addition to OFDM Modulator/Demodulator and Coding we need

• Time Synchronization: to detect when the packet begins• Channel Estimation: needed in OFDM demodulator• Channel Tracking: to track the time varying channel (for mobile only)

In addition we need• Frequency Offset Estimation: to compensate for phase errors and noise in the

oscillators• Offset tracking: to track synchronization errors

Page 16: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

Basic Structure of the Receiver

WiMax Demodulator

Demodulated Data

Received Signal

Time Synchronization: detect the beginning of the packet and OFDM

symbol

Channel Estimation: estimate the frequency response of the channel

Page 17: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

In IEEE802.16 (256 carriers, 64 CP) Time and Frequency Synchronization are performed by the Preamble.

Long Preamble: composed of 2 OFDM Symbols

Short Preamble: only the Second OFDM Symbol

First OFDM Symbol Second OFDM Symbol

320 samples 320 samples

4 repetitions of a short pulse+CP

64

2 repetitions of a long pulse + CP

64 64 64 64 128 128

dTgTdTgT

64

Time Synchronization

Page 18: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

The standard specifies the Down Link preamble as QPSK for subcarriers between -100 and +100:

otherwise ,0

100,...,1,1,...,100 ,1][

kjkPALL

Using the periodicity of the FFT:

100,...,1],[ kkPALL

1 100 156 255

1,...,100],256[][ kkPkP ALLALL

Page 19: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

64 64 64 64

][4 kP ][4 np

0 255

0 4 8 252 255

FFT

• Short Preamble, to obtain the 4 repetitions, choose only subcarriers multiple of 4:

otherwise ,0

04mod if ],[2][

*

4

kkPkP ALL

Add Cyclic Prefix:

64 64 64 64

0 319

64

255

][4 np

Page 20: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

• Long Preamble: to obtain the 2 repetitions, choose only subcarriers multiple of 2 :

otherwise ,0

02mod if ],[2][2

kkPkP ALL

128

][2 kP ][2 np

0 255

0 4 8 252 255

FFT

2

254

6

128

Add Cyclic Prefix:

64

0 319

][2 np

128 128

CP

Page 21: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

Several combinations for Up Link, Down Link and Multiple Antennas.

We can generate a number of preambles as follows:

otherwise ,0

02mod if ],[2][0

2

kkPkP ALL

otherwise ,0

12mod if ],[2][1

2

kkPkP ALL

otherwise ,0

4mod if ],2[][

*

4

mkmkPkP ALLm

otherwise ,0

04mod if ],[2][

*0

4

kkPkP ALL

3,2,1m

0m

With 2 Transmitting Antennas:

With 4 Transmitting Antennas:

Page 22: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

Time Synchronization from Long Preamble

preamble OFDM Symbols

64 128 128

Received signal:

128zxcorr

][ny

127

0

2127

0

2

2127

0

*

2

]128[][

]128[][

][

nyny

nyny

nry

0n

Compute Crosscorrelation Coefficient:

1. Coarse Time Synchronization using Signal Autocorrelation

Page 23: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

1

][2 nry

0n n

MAX when

]128[][ nyny

][ny

64 128 128

0n

]128[ ny

64 128 128

n

Effect of Periodicity on Autocorrelation (no Multi Path). Let L=64.

640 n

Max starts at …. 640 nn

Same signal

n

data

data

Page 24: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

1

][2 nry

0nn

MAX when

]128[][ nyny

][ny

64 128 128

0n

]128[ ny

64 128 128

n

Effect of Periodicity on Autocorrelation (no Multi Path):

640 n

… and ends at 0n n

Same signal

n

data

data

Page 25: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

1

][2 nry

0n n

MAX when

]128[][ nyny

][ny

64 128 128

0n

]128[ ny

64 128 128

n

Effect of Periodicity on Autocorrelation (with Multi Path of max length ):

0 64 Cn L

Max starts at …. 0 64 Cn n L

Same signal

n

data

data

64CL L

LLC

Page 26: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

1

][2 nry

0nn

MAX when

]128[][ nyny

][ny

64 128 128

0n

]128[ ny

64 128 128

n

Effect of Periodicity on Autocorrelation (with Multi Path of max length ):

0 64 Cn L

and ends at 0n n

Same signal

n

data

data

LLC

LLC

Page 27: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

2127*

0 002

0 127 1272 2

0 00 0

21272

00

21272 2

0 00

2

[ ] [ 128 ]

[ ]

[ ] [ 128 ]

[ ]

[ ] [ ]

1

y

R

R

y n y n

r n

y n y n

y n

y n w n

SNR

SNR

With Noise: ][][][ nwnyny R

Then, at the maximum:

Page 28: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

Information from Crosscorrelation coefficient:

][nry

Estimate of Beginning of Data

Estimate of Channel Length

Estimate of SNR

0n

LLC

1MAX

MAX

rSNR

r

Page 29: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

2. Fine Time Synchronization using Cross Correlation with Preamble

xcorr

][ny

][np

127*

0

[ ] [ ] [ ]ypl

r n y n p

Since the preamble is random (almost like white noise), it has a short autocorrelation:

][ny

64 128 128 0n

n

n

128

0 127

][np

0 128n 0 256n

[ ]ypr n

Page 30: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

… with dispersive channel

xcorr

][ny

][np

Since the preamble is random, almost white, recall that the crosscorrelation yields the impulse response of the channel

][ny

64 128 128 0n

n

n

128

0 127

][np

0 128n 0 256n

| [ ] |h n

127*

0

[ ] [ ] [ ]ypl

r n y n p

[ ]ypr n

Page 31: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

127*

0

127*

0

[ ] [ ] [ ]

[ 127 ] [127 ]

[ 127]

ypl

l

yp

r n y n p

y n p

r n

However this expression is non causal.

It can be written as (change index ): 127

][~*][][ * npnynryp *[ ]p n][ny

Which van be computed as the output of an FIR Filter with impulse response:

127,...,0],127[][~ ** nnpnp

Page 32: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

Taking the time delay into account we obtain:

Since the preamble is random, almost white, recall that the crosscorrelation yields the impulse response of the channel

][ny

64 128 128 0n

n

n

128

0 127

][np

0 1n 0 129n

| [ ] |h n[ ]ypr n

[ ]ypr n*[ ]p n][ny

Page 33: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

Compare the two (non dispersive channel):

yr

ypr

Autocorrelation of received data

Crosscorrelation with preamble

0n

0 64n

0 128n

Page 34: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

Synchronization with Dispersive Channel

Channel impulse response

yr

ypr

Autocorrelation of received data

Crosscorrelation with preamble

0n

Start of Data

Page 35: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

Synchronization with Dispersive Channel

Let be the length of the channel impulse response

64 CL

Channel impulse response

CL L

Page 36: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

In order to determine the starting point, compute the energy on a sliding window and choose the point of maximum energy

][nryp

1

xcorr

][ny

][np

n1

0

[ ] [ ]L

ypk

c n r n k

][nc

][nryp

Maximum energy

][nc

L=max length of channel = length of CP

1n L

Page 37: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

][nryp

xcorr

][ny

][np

][nc

Impulse response of channel

Example

Page 38: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

][nc

Auto correlation

Cross correlation

][np

][ny

max

Page 39: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

][nh

][nw

OFDM TX

OFDM RX

]0[mX

][kX m

]1[ NX m

]0[mY

][kYm

]1[ NYm

][kX m

][][][][ kWkXkHkY mm

][kH

][kW

m-th data block

Channel Estimation

Recall that, at the receiver, we need the frequency response of the channel:

Transmitted: Received:

channel freq. response

Page 40: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

From the Preamble: at the beginning of the received packet. The transmitted signal in the preamble is known at the receiver: after time synchronization, we take the FFT of the received preamble

]0[Y

64 128 128Received Preamble:

Estimated initial time

256 samples

FFT

]255[Y][kY

255,...,0],[][][][ kkWkXkHkY p

0n

Page 41: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

255,...,0],[][][][ kkWkXkHkY p

Solve for using a Wiener Filter (due to noise):

*

2 2

[ ] [ ]ˆ [ ]| [ ] |

P

p w

Y k X kH k

X k

noise covariance

][kH

Problem: when we cannot compute the corresponding

frequency response

0][ kX p

][kH

Fact: by definition,

jkX p 1][254,...,158,156

100,...,4,2

k

kif

0][ kX potherwise (ie DC, odd values, frequency guards)

Page 42: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

Two solutions:

1. Compute the channel estimate

22

*

|][|

][][][ˆ

wp kX

kXkYkH preamble

only for the frequencies k such that

0][ kX p

and interpolate for the other frequencies. This might not yield good results and the channel estimate might be unreliable;

k

known

interpolate

Page 43: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

2. Recall the FFT and use the fact that we know the maximum length L of the channel impulse response

* *21

0

[ ] [ ][ ] [ ] [ ]

2 2

L jk np pN

n

X k X kY k h n e W k

][][][][ kWkXkHkY p

Since the preamble is such that either or 0|][| kX p2|][| kX p

for the indices where we can write:

254,...,158,156

100,...,4,2

k

kfor

so that we have 100 equations and L=64 unknowns.

2|][| kX p

Page 44: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

This can be written in matrix form:

* *[ ] [ ][ ] [ ] ,

2 2p p

k

X k X kY k v h W k

254,...,158,156

100,...,4,2

k

k

where

2 2( 1)

256 2561 ,jk jk L

kv e e

]1[

]1[

]0[

Lh

h

h

h

Page 45: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

Write it in matrix form:

z Vh e

* *1 122 2

* *1 12002 2

[2] [2] [0] [2] [2]

[200] [200] [63] [200] [200]

p p

p p

Y X v h W X

Y X v h W X

1100 100 64 64 1 100 1

Page 46: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

Least Squares solution 1* *ˆ T Th V V V z

this is ill conditioned.

0 10 20 30 40 50 60 7010

-15

10-10

10-5

100

105eigenvalues

128

1* *ˆ ,T Th V V I V z

310

Page 47: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

1. Generate matrix

kF=[2,4,6,…,100, 156, …, 254]’; non-null frequencies (data and pilots)

n=[0,…,63]; time index for channel impulse response

V=exp(-j*(2*pi/256)*kF*n);

M=inv(V’*V+0.001*eye(64))*V’;

Channel Frequency Response Estimation:

1* *T TM V V I V

2. Generate vector z from received data y[n]:

Let n0 be the estimated beginning of the data, from time synchronization.

Then

y0=y(n0-256:n0-1); received preamble

Y0=fft(y0); decoded preamble

z=Y0(kF+1).*conj(Xp256(kF+1))/2; multiply by transmitted preamble

h=M*z; channel impulse response

3. Channel Frequency Response: H=fft(h, 256);

Page 48: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

Data in

Trigger when preamble is detected

Channel Estimate out

Simulink Implementation

][ny

][kY

][* kX p

][nh

][kH

Page 49: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

Example:

Spectrum of Received Signal

Estimated Frequency Response of Channel

NOT TO SCALE

As expected, it does not match in

the Frequency Guards

Page 50: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

WiMax-2004 Demodulator

WiMax256.mdl

data

Ch.

Start after processing preamble

Standard OFDM Demod (256 carriers)

Error Correction Decoding

Page 51: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

Channel Tracking

In mobile applications, the channel changes and we need to track it.

IEEE802.16-2005 tracks the channel by embedding pilots within the data.

In the FUSC (Full Use of Sub Carriers) scheme, the pilots subcarriers are chosen within the non-null subcarriers as

139 mk

with 2,1,03mod exsymbol_ind m

128for 11,...,0

512for 47,...,0

1024for 95,...,0

2048for 191,...,0

FFT

FFT

FFT

FFT

N

N

N

N

k

Page 52: 10-IEEE802.16 and WiMax. According to the applications, we define three “Area Networks”: Personal Area Network (PAN), for communications within a few.

nulls

DC (null)

pilotsdatanulls

OFDM Symbol

m

subcarrierk0 1 4 7