By Clinton Chan, TelASIC Custom Solutions & Deepak Boppana, Altera
WiMAX is an acronym for Worldwide Interoperability for Microwave Access, a certification mark for products that pass conformity and interoperability tests for the IEEE 802.16 standards. The WiMAX Forum, formed in 2001, describes WiMAX as “a standards-based technology enabling the delivery of last mile wireless broadband access as an alternative to cable and DSL”.
The orthogonal frequency division multiplexing (OFDM)-based WiMAX 802.16e standard is expected to offer higher data rates compared to the current 3G technologies.
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Top, Figure 1. Third-generation CDMA base stations transmit a composite downlink signal formed by summing up different physical channels.
As an example, base stations in third generation (3G) CDMA-based systems transmit a composite downlink signal (see Figure 1). This downlink signal is formed by summing up different physical channels. These different physical channels include dedicated data and control channels for different users apart from the always required common control channels.
As the number of users in the system increases, the time-varying composite signal envelope exhibits a high peak-to-average ratio (PAR) or crest factor. Crest factors of the downlink signals are as high as 15 dB for single carrier systems and 20 dB for base stations with multiple CDMA carriers. Similarly, as the number of sub-carriers increases, the PAR of the OFDM signal also increases. Signals with high crest factors degrade the efficiency of the power amplifiers that amplify the downlink signals in base station transmitters.
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Figure 2. An efficient CFR technique involves the peak windowing algorithm, which requires a FIR filter for implementation.
Crest Factor Reduction
Clipping signal peaks is the simplest way of reducing the crest factor. However, hard clipping causes sharp corners in the clipped signal, degrading signal quality and increasing the out-of-band radiation. Peak windowing is a technique that smoothes the sharp corners by multiplying the signal to be clipped with a windowing function and is especially useful for CDMA systems.
The magnitude of the original signal x(n) is compared with a threshold value A to yield an intermediate scaling factor c(n). This is then convolved with the window coefficients w(n) to generate the final windowed scaling factor b(n) as shown below:
A windowing finite impulse response (FIR) filter with a feedback structure can be used to calculate the clipping function b(n). The feedback structure is used to calculate a correction term using the previous input values to prevent over clipping of consecutive samples. Choosing the length of the window L involves a trade-off between the signal quality and the out-of-band radiation. This choice must be selected appropriately to satisfy base station radio transmission requirements.
Another CFR technique involves selecting and ordering signals for transmission. The result is a low crest factor. This involves complicated calculations and highly complex hardware at the digital modulation stage. But it can reduce the signal crest factor without distortion because the CFR system monitors the signal and re-orders the transmission for a low crest factor.
Once the crest factor is reduced, designers are confronted with a signal distortion issue. When signal peaks are smaller, the signal is distorted, which leads to possible violation of the stringent WiMAX -31 db error vector magnitude (EVM) specification. Digital pre-distortion (DPD) remedies this problem. DPD calculates the distortion caused by the PA, defines it, and applies pre-distortion to the input signal. When the signal exits the PA, it is pre-distorted.
Relying on Analog Feed Forward
Designers have generally relied on analog feed-forward (AFF) systems to deal with signal distortion. AFF presents additional design issues. Designers work with analog components requiring fine tuning. Additionally, these components dissipate considerable heat, consume inordinate space and lack the integration possibilities of digital circuits.
AFF is vastly different than DPD. With AFF, a final corrected signal output is generated by finding the difference between the undistorted original input signal and the distorted PA output signal. Therefore, this approach is post-correction, thus the name, feed forward.
Feed forward generates a correction signal, which is applied to the output. The correction signal is derived on-the-fly by subtracting a sample output of the PA from an undistorted
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Figure 3. This solution for an adaptive DPD uses the blind adaptive LUT-based approach.
DPD requires the insertion of a non-linear module before the RF power amplifier. This non-linear module, called the pre-distorter, has the inverse response of the PA so that the overall response at the output of the PA is linear. Adaptive DPD involves the digital implementation of the pre-distorter and the presence of a feedback loop that adapts to the changes in the PA response due to varying operating conditions.
Efficient CFR and DPD Hardware Design
Altera provides FPGA-based and DPD reference designs for CDMA systems. The first CFR technique noted earlier requires a FIR filter to implement the peak windowing algorithm. DSP blocks embedded in the FPGA efficiently implement this peak windowing algorithm. Each DSP block operates at over 370 MHz and has a number of multipliers, followed by adder/subtractor/accumulators in addition to registers for pipelining. The FIR compiler MegaCore is used to calculate window filter coefficients. It also automatically generates code required for the software to synergize high-speed, area-efficient FIR filters of various architectures.
The instantaneous amplitude of the complex symbols are efficiently calculated with a coordinate rotation digital computer (CORDIC) solution. CORDIC is an iterative algorithm that performs various trigonometric functions by using only additions, subtractions and shift operations. CORDIC uses logic elements (LEs) operating in arithmetic mode. Each LE is configured to contain a full adder/subtractor cell plus an associated register. The deeply pipelined, parallel architecture enables operation speeds over 300 MHz.
Figure 3 shows Altera’s solution for an adaptive DPD using the blind adaptive LUT-based approach. Incoming samples (I and Q) have correction factors applied from the LUT and sent to the radio frequency (RF) module. The address of the LUT is derived from the input power, and the LUT contains two values for each location, the real part, I, and the imaginary part, Q. In the feedback loop, the output of the PA is downconverted — transformed to polar form — and compared with the delayed version of the input to the pre-distorter in polar form. This error is then used to update the values currently stored in the LUT.
Embedded DSP blocks, RAM and soft core processors play major roles in this effective DPD design. Applying correction factors from the LUT involves complex multiplications that map well into the embedded DSP blocks of the FPGA. Embedded RAM includes 512 bit, 4 kbit, and 512 kbit blocks. The 4 kbit and 512 kbit blocks can be used for LUT implementation, while 512 bit blocks, in shift register mode, are ideal for delaying input samples for error calculation. Thirdly, embedded processors allow designers to quickly modify the DPD adaptive algorithm in software and customize their solution without scheduling complex data paths. This integration of the forward and feedback paths within the FPGA eliminates the need for external DSPs and reduces system costs and board size.
Turn-key WiMAX Radio Head
TelASIC Communications offers a turn-key radio head for WiMAX base stations. The solution consists of a chassis containing the receiver, transmitter with PA linearization, power
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Figure 4. A single FPGA can be used to implement both the proprietary designs of dynamic CFR (DCFR) and dynamic DPD (DDPD).
A single FPGA implements TelASIC’s WiMAX-specific dynamic CFR (DCFR) and dynamic DPD (DDPD) that linearizes a power amplifier with high efficiency, even at the EVM of 2.5% to transmit up to 40W from a power amplifier using standard off-the-shelf LDMOS transistors. The radio can be configured for one or two carriers (10 MHz each). FPGAs with embedded digital signal processing (DSP) blocks and soft processors provide TelASIC designers with a perfect platform for implementing CFR and pre-distortion solutions. Altera’s Nios II embedded processors operate at over 150 MHz and can use custom instructions for hardware acceleration of program code.
TelASIC’s linearization technique is “dynamic” because of the high speed of operation and is desirable for quickly tracking changing operating conditions in the power amplifier.
FPGAs were used to develop the DCFR and DDPD designs to reduce the cost of multiple design iterations that, otherwise, would have been incurred in ASIC development. These designs were subsequently migrated from FPGA to Altera’s HardCopy structured ASICs as product volumes increased. These structured ASIC-based designs are shipping in volume to lower production costs to ASIC-type levels and to reduce power consumption.
About the Author
Clinton Chan is manager customer solutions for TelASIC, El Segundo, CA and Deepak Boppana, Sr. is technical marketing engineer for Altera, San Jose, CA.