A 24-Dimensional Modulation Format Achieving 6 db Asymptotic Power Efficiency

Similar documents
High-Dimensional Modulation for Mode-Division Multiplexing

Constant Modulus 4D Optimized Constellation Alternative for DP-8QAM

High-Dimensional Modulation for Optical Fiber Communications

Coded Modulation for Next-Generation Optical Communications

Comparison of nonlinearity tolerance of modulation formats for subcarrier modulation

Coded Modulation Design for Finite-Iteration Decoding and High-Dimensional Modulation

Rate-Adaptive LDPC Convolutional Coding with Joint Layered Scheduling and Shortening Design

Laser Frequency Drift Compensation with Han-Kobayashi Coding in Superchannel Nonlinear Optical Communications

Information-Theoretic Metrics in Coherent Optical Communications and their Applications

Irregular Polar Coding for Multi-Level Modulation in Complexity-Constrained Lightwave Systems

Turbo Demodulation for LDPC-coded High-order QAM in Presence of Transmitter Angular Skew

40 Gb/s and 100 Gb/s Ultra Long Haul Submarine Systems

A Low-loss Integrated Beam Combiner based on Polarization Multiplexing

Frequency Noise Reduction of Integrated Laser Source with On-Chip Optical Feedback

40Gb/s Coherent DP-PSK for Submarine Applications

Reach Enhancement of 100%for a DP-64QAM Super Channel using MC-DBP with an ISD of 9b/s/Hz

Chalmers Publication Library. Copyright Notice. (Article begins on next page)

Investigation of a novel structure for 6PolSK-QPSK modulation

from ocean to cloud LATENCY REDUCTION VIA BYPASSING SOFT-DECISION FEC OVER SUBMARINE SYSTEMS

Chalmers Publication Library. Copyright Notice. (Article begins on next page)

Next-Generation Optical Fiber Network Communication

Demonstration of an 8D Modulation Format with Reduced Inter-Channel Nonlinearities in a Polarization Multiplexed Coherent System

Detection of a 1Tb/s superchannel with a single coherent receiver

Performance Analysis Of Hybrid Optical OFDM System With High Order Dispersion Compensation

Phase Modulator for Higher Order Dispersion Compensation in Optical OFDM System

Ultra high speed optical transmission using subcarrier-multiplexed four-dimensional LDPCcoded

Sensors & Transducers Published by IFSA Publishing, S. L.,

Emerging Subsea Networks

COHERENT DETECTION OPTICAL OFDM SYSTEM

Digital back-propagation for spectrally efficient WDM 112 Gbit/s PM m-ary QAM transmission

Achievable information rates in optical fiber communications

Next Generation Optical Communication Systems

Single channel and WDM transmission of 28 Gbaud zero-guard-interval CO-OFDM

from ocean to cloud TCM-QPSK PROVIDES 2DB GAIN OVER BPSK IN FESTOON LINKS

from ocean to cloud WELCOME TO 400GB/S & 1TB/S ERA FOR HIGH SPECTRAL EFFICIENCY UNDERSEA SYSTEMS

Temporal phase mask encrypted optical steganography carried by amplified spontaneous emission noise

Emerging Subsea Networks

Key Features for OptiSystem 14

1312 JOURNAL OF LIGHTWAVE TECHNOLOGY, VOL. 30, NO. 9, MAY 1, 2012

Comparison of MIMO OFDM System with BPSK and QPSK Modulation

Optical Transport Tutorial

Network Challenges for Coherent Systems. Mike Harrop Technical Sales Engineering, EXFO

Impact of the Transmitted Signal Initial Dispersion Transient on the Accuracy of the GN-Model of Non-Linear Propagation

CodeSScientific. OCSim Modules 2018 version 2.0. Fiber Optic Communication System Simulations Software Modules with Matlab

Eye-Diagram-Based Evaluation of RZ and NRZ Modulation Methods in a 10-Gb/s Single-Channel and a 160-Gb/s WDM Optical Networks

Analysis of Self Phase Modulation Fiber nonlinearity in Optical Transmission System with Dispersion

Emerging Subsea Networks

Signal Conditioning Parameters for OOFDM System

from ocean to cloud THE FUTURE IS NOW - MAXIMIZING SPECTRAL EFFICIENCY AND CAPACITY USING MODERN COHERENT TRANSPONDER TECHNIQUES

Emerging Subsea Networks

Fiber Nonlinearity Compensation Methods (used by our group)

Comparison of BER for Various Digital Modulation Schemes in OFDM System

CodeSScientific OCSim Modules Modern Fiber Optic Communication Systems Simulations With Advanced Level Matlab Modules APPLICATIONS

The Affection of Fiber Nonlinearity in Coherent Optical Communication System

Performance Analysis of 112 Gb/s PDM- DQPSK Optical System with Frequency Swept Coherent Detected Spectral Amplitude Labels

Analytical Estimation in Differential Optical Transmission Systems Influenced by Equalization Enhanced Phase Noise

REDUCTION OF CROSSTALK IN WAVELENGTH DIVISION MULTIPLEXED FIBER OPTIC COMMUNICATION SYSTEMS

Noisy Index Coding with Quadrature Amplitude Modulation (QAM)

Emerging Subsea Networks

From static WDM transport to software-defined optics

CHAPTER 5 SPECTRAL EFFICIENCY IN DWDM

Performance Evaluation of different α value for OFDM System

Digital modulation techniques

SCIENCE CHINA Technological Sciences. A flexible multi-16qam transmitter based on cascaded dual-parallel Mach-Zehnder modulator and phase modulator

Communications Group - Politecnico di Torino Pirelli Cables Systems Conclusions. Outline Introduction. The origin of Parametric Gain (PG) and its syst

The Challenges of Data Transmission toward Tbps Line rate in DWDM System for Long haul Transmission

Performance Limitations of WDM Optical Transmission System Due to Cross-Phase Modulation in Presence of Chromatic Dispersion

Direct Demodulation of Optical BPSK/QPSK Signal without Digital Signal Processing

Joint Fiber and SOA Impairment Compensation Using Digital Backward Propagation

Lecture 3: Wireless Physical Layer: Modulation Techniques. Mythili Vutukuru CS 653 Spring 2014 Jan 13, Monday

Performance analysis of OFDM with QPSK using AWGN and Rayleigh Fading Channel

Proposal of A Star-16QAM System Based on Intersymbol Interference (ISI) Suppression and Coherent Detection

Performance analysis of direct detection and coherent detection system for optical OFDM using QAM and DPSK

from ocean to cloud EFFICIENCY OF ROPA AMPLIFICATION FOR DIFFERENT MODULATION FORMATS IN UNREPEATERED SUBMARINE SYSTEMS

60 Gbit/s 64 QAM-OFDM coherent optical transmission with a 5.3 GHz bandwidth

Performance Evaluation using M-QAM Modulated Optical OFDM Signals

Current Trends in Unrepeatered Systems

UNREPEATERED SYSTEMS: STATE OF THE ART CAPABILITY

Multidimensional Modulation Formats for Coherent Optical Communication Systems

Estimates of Constrained Coded Modulation Capacity for Optical Networks

Implementation and Comparative analysis of Orthogonal Frequency Division Multiplexing (OFDM) Signaling Rashmi Choudhary

Lecture 7 Fiber Optical Communication Lecture 7, Slide 1

Single- versus Dual-Carrier Transmission for Installed Submarine Cable Upgrades

This article appeared in a journal published by Elsevier. The attached copy is furnished to the author for internal non-commercial research and

Performance of Coherent Optical OFDM in WDM System Based on QPSK and 16-QAM Modulation through Super channels

[P6] Naser Tarhuni, Timo O. Korhonen, and Mohammed Elmusrati, "State of Polarization Encoding for Optical Code Division Multiple Access Networks,"

UNREPEATERED SYSTEMS: STATE OF THE ART

Chapter 3 Convolutional Codes and Trellis Coded Modulation

Non-linear compensation techniques for coherent fibre transmission

Simulative Analysis of 40 Gbps DWDM System Using Combination of Hybrid Modulators and Optical Filters for Suppression of Four-Wave Mixing

Nonlinear mitigation using carrier phase estimation and digital backward propagation in coherent QAM transmission

Fibers for Next Generation High Spectral Efficiency

Communication Systems

ITEE Journal Information Technology & Electrical Engineering

Design Considerations and Performance Comparison of High-Order Modulation Formats using OFDM

Utilizing Self-Seeding RSOA with Faraday Rotator Mirror for Colorless Access Network

Joint nonlinearity and chromatic dispersion pre-compensation for coherent optical orthogonal frequency-division multiplexing systems

UNIVERSITY OF SOUTHAMPTON

Novel OBI noise reduction technique by using similar-obi estimation in optical multiple access uplink

OptiSystem applications: Digital modulation analysis (PSK)

Transcription:

MITSUBISHI ELECTRIC RESEARCH LABORATORIES http://www.merl.com A 24-Dimensional Modulation Format Achieving 6 db Asymptotic Power Efficiency Millar, D.S.; Koike-Akino, T.; Kojima, K.; Parsons, K. TR2013-134 July 2013 Abstract Although 4-dimensional (4D) modulation formats have been known to the optical communications community since the early days of coherent detection [1], the recent work of Agrell and Karlsson [2,3], has led to a great deal of interest in optimized constellations in 4D. These modulation formats can achieve substantial gains compared with conventional formats such as dual-polarization quaternary phase-shift keying (DP-QPSK) and 16-ary quadrature amplitude modulation (DP-16QAM). For example, polarization-switched QPSK (PS-QPSK) [4], and set-partitioned 128-ary QAM (SP-128QAM) [5], achieve 1.76 db and 2.43 db gains in asymptotic power efficiency, respectively. Experimental results have demonstrated gains of up to 1.5 db in the forward-error correction (FEC) limit regimes [6, 7]. While higherdimensional modulations have been investigated for many years [8,9], their application to optical communications has been limited to 4D case. In this paper, we investigate the performance of a 24D format based on mapping the codewords of the extended Golay code [10], onto a 24D hypercube, achieving a spectral efficiency of 1 b/s/hz/pol. We refer to this format as 12-bit 24D Golay coded hypercube (12b-24D-GCHC). Tolerance to additive white Gaussian noise (AWGN) is found to be better than dual-polarization binary PSK (DP-BPSK) by 3 db at a BER of 10ˆ-3, and 1.9 db at a BER of 10ˆ-2. Transmission performance is simulated over a link of 50 spans of standard single mode fiber (SSMF) with erbium doped fiber amplification (EDFA) both with and without inline optical dispersion compensation, and 12b-24D-GCHC is compared to DP-BPSK and DP-QPSK. We find an increase in maximum tolerable span loss of at least 4 db compared to DP-BPSK and 8 db compared to DP-QPSK. 2013 Signal Processing in Photonic Communications (SPPCom) This work may not be copied or reproduced in whole or in part for any commercial purpose. Permission to copy in whole or in part without payment of fee is granted for nonprofit educational and research purposes provided that all such whole or partial copies include the following: a notice that such copying is by permission of Mitsubishi Electric Research Laboratories, Inc.; an acknowledgment of the authors and individual contributions to the work; and all applicable portions of the copyright notice. Copying, reproduction, or republishing for any other purpose shall require a license with payment of fee to Mitsubishi Electric Research Laboratories, Inc. All rights reserved. Copyright c Mitsubishi Electric Research Laboratories, Inc., 2013 201 Broadway, Cambridge, Massachusetts 02139

a MITSUBISHI ELECTRIC RESEARCH LABORATORIES http://www.merl.com A 24-Dimensional Modulation Format Achieving 6 db Asymptotic Power Efficiency Millar, D.S.; Koike-Akino, T.; Kojima, K.; Parsons, K. TR2013-134 July 2013 Abstract Although 4-dimensional (4D) modulation formats have been known to the optical communications community since the early days of coherent detection [1], the recent work of Agrell and Karlsson [2,3], has led to a great deal of interest in optimized constellations in 4D. These modulation formats can achieve substantial gains compared with conventional formats such as dual-polarization quaternary phase-shift keying (DP-QPSK) and 16-ary quadrature amplitude modulation (DP-16QAM). For example, polarization-switched QPSK (PS-QPSK) [4], and setpartitioned 128-ary QAM (SP-128QAM) [5], achieve 1.76 db and 2.43 db gains in asymptotic power efficiency, respectively. Experimental results have demonstrated gains of up to 1.5 db in the forward-error correction (FEC) limit regimes [6, 7]. While higher-dimensional modulations have been investigated for many years [8,9], their application to optical communications has been limited to 4D case. In this paper, we investigate the performance of a 24D format based on mapping the codewords of the extended Golay code [10], onto a 24D hypercube, achieving a spectral efficiency of 1 b/s/hz/pol. We refer to this format as 12-bit 24D Golay coded hypercube (12b-24D-GCHC). Tolerance to additive white Gaussian noise (AWGN) is found to be better than dual-polarization binary PSK (DP-BPSK) by 3 db at a BER of 10ˆ-3, and 1.9 db at a BER of 10ˆ-2. Transmission performance is simulated over a link of 50 spans of standard single mode fiber (SSMF) with erbium doped fiber amplification (EDFA) both with and without inline optical dispersion compensation, and 12b-24D-GCHC is compared to DP-BPSK and DP-QPSK. We find an increase in maximum tolerable span loss of at least 4 db compared to DP-BPSK and 8 db compared to DP-QPSK. TEST (double quotes), (backslash), (single quote, apostrophe), - (hyphen or minus), ˆ(caret), (pipe), (backtick, backquotes, accent grave), (equivalency sign - tilde), (underscore). Signal Processing in Photonic Communications (SPPCom) 2013 MERL-TR-TR2013-134 July 2013

This work may not be copied or reproduced in whole or in part for any commercial purpose. Permission to copy in whole or in part without payment of fee is granted for nonprofit educational and research purposes provided that all such whole or partial copies include the following: a notice that such copying is by permission of Mitsubishi Electric Research Laboratories, Inc.; an acknowledgment of the authors and individual contributions to the work; and all applicable portions of the copyright notice. Copying, reproduction, or republishing for any other purpose shall require a license with payment of fee to Mitsubishi Electric Research Laboratories, Inc. All rights reserved. Copyright c Mitsubishi Electric Research Laboratories, Inc., 2013 201 Broadway, Cambridge, Massachusetts 02139

MERLCoverPageSide2

A 24-Dimensional Modulation Format Achieving 6 db Asymptotic Power Efficiency David S. Millar, Toshiaki Koike-Akino, Keisuke Kojima and Kieran Parsons Mitsubishi Electric Research Laboratories (MERL), 201 Broadway, Cambridge, MA 02139, USA millar@merl.com Abstract: We propose modulation using the extended Golay code over the 24D hypercube, achieving 6 db asymptotic power efficiency with 1 b/s/hz/pol spectral efficiency. Noise tolerance is improved by 3 db over DP-BPSK at a BER of 10 3. 2013 Optical Society of America OCIS codes: (060.4080) Modulation; (060.4510) Optical communications. 1. Introduction Although 4-dimensional (4D) modulation formats have been known to the optical communications community since the early days of coherent detection [1], the recent work of Agrell and Karlsson [2,3], has led to a great deal of interest in optimized constellations in 4D. These modulation formats can achieve substantial gains compared with conventional formats such as dual-polarization quaternary phase-shift keying (DP-QPSK) and 16-ary quadrature amplitude modulation (DP-16QAM). For example, polarization-switched QPSK (PS-QPSK) [4], and set-partitioned 128-ary QAM (SP-128QAM) [5], achieve 1.76 db and 2.43 db gains in asymptotic power efficiency, respectively. Experimental results have demonstrated gains of up to 1.5 db in the forward-error correction (FEC) limit regimes [6, 7]. While higherdimensional modulations have been investigated for many years [8, 9], their application to optical communications has been limited to 4D case. In this paper, we investigate the performance of a 24D format based on mapping the codewords of the extended Golay code [10], onto a 24D hypercube, achieving a spectral efficiency of 1 b/s/hz/pol. We refer to this format as 12-bit 24D Golay coded hypercube (12b-24D-GCHC). Tolerance to additive white Gaussian noise (AWGN) is found to be better than dual-polarization binary PSK (DP-BPSK) by 3 db at a BER of 10 3, and 1.9 db at a BER of 10 2. Transmission performance is simulated over a link of 50 spans of standard single mode fiber (SSMF) with erbium doped fiber amplification (EDFA) both with and without inline optical dispersion compensation, and 12b-24D-GCHC is compared to DP-BPSK and DP-QPSK. We find an increase in maximum tolerable span loss of at least 4 db compared to DP-BPSK and 8 db compared to DP-QPSK. 2. 24D modulation using the Golay-coded hypercube To transmit a 24D modulation format over a 4D channel, we first need to map the 24D orthogonal signal vector [8,9,11] onto the 4D optical carrier for practical use. We consider in-phase, quadrature, polarization, and time as orthogonal dimensions to do so. An example mapping is given in Fig. 1(a). It is of course possible to use other orthogonal bases, such as different frequency domain subcarriers or spatial modes, to map multi-dimensional constellations. Indeed, some recent research into spatial-division multiplexing for optical communication has focused on a 24D channel with 12 spatial and polarization modes [12], which would be suitable for 24D modulation. In this paper, we use a 24- dimensional basis consisting of 6 consecutive 4D symbols in time, as shown in Fig. 1(a). Many other mappings are possible, all of which have identical performance in the linear regime. While different mappings may have different performance over nonlinear channels, we did not consider these effects in this work, and leave exhaustive study of mapping effects for future research. In a Gray-coded hypercube constellation (i.e. one where each dimension has a value ±1 which is independent of all other dimensions, and every dimension is bit-labeled independently), squared Euclidean distance between constellation points is linearly proportional to Hamming distance. Therefore, we may use a code designed to increase Hamming distance to increase Euclidean distance between constellation points. Taking advantage of this effect, we use the extended Golay code to determine a subset of the 24D hypercube, which determines our constellation.

E XI D 1 D 5 D 9 D 13 D 17 D 21 10 1 DP BPSK/QPSK PS QPSK 12b 24D GCHC 12b 24D Leech E XQ D 2 D 6 D 10 D 14 D 18 D 22 10 2 BER E YI D 3 D 7 D 11 D 15 D 19 D 23 10 3 E YQ D 4 D 8 D 12 D 16 D 20 D 24 Time (a) 10 4 0 1 2 3 4 5 6 7 E /N (db) b 0 Fig. 1. (a) Example mapping of 24D basis to 4D carrier using time domain. (b) Noise sensitivity of 12b-24D-GCHC compared with DP-BPSK/QPSK, PS-QPSK and the 12b-24D Leech lattice. The extended Golay code encodes 12 bits of information into a 24-bit word with a minimum Hamming distance of 8 [10]. While this code may be used with an appropriate decoding matrix to correct for errors, we have taken maximumlikelihood (ML) decisions in 24D to maintain soft information for a forward-error correction (FEC) decoder. Although conventional ML decisions for a 12 bit word in 24D are highly complex, we note that there exists a great deal of literature concerning low complexity demodulation of such formats [10], including multiplier free algorithms [13]. In 12b-24D-GCHC, the 2 12 points which correspond to valid extended Golay codewords are our constellation points, from a possible 2 24 points on the 24D hypercube. The minimum squared Euclidean distance increases by a factor of 8 compared with the 24D hypercube (which has identical performance to that of DP-QPSK), while the mean energy per bit is doubled. Asymptotic power efficiency [2], is therefore increased by 6 db compared with the 24D hypercube. Since the constellation is simply a subset of a hypercube, photonic transmitter hardware required is identical to that of DP-QPSK, and receiver DSP should be similar. The bit error rate (BER) performance over additive white Gaussian noise (AWGN) channels is plotted in Fig. 1(b). We note that noise sensitivity is reduced by 3 db at a BER of 10 3 and by 1.5 db at a BER of 10 2 against DP- BPSK/QPSK. This compares favorably to PS-QPSK, which is the optimal 4D format in terms of asymptotic power efficiency [3], which has a gain over DP-QPSK of 1 db at a BER of 10 3 and by 0.6 db at a BER of 10 2. Interestingly, 12b-24D-GCHC has superior performance than a 12-bit 24D constellation based on spherical cutting of the Leech lattice [9], (which is the most dense lattice in 24D) shown in Fig. 1(b) as 12b-24D Leech. The performance gain of 12b-24D Leech compared to DP-QPSK is 2.8 db at a BER of 10 3 and 1.6 db at a BER of 10 2. This implies that optimization of labeling and packing is difficult for such high-dimensional modulations, and that the proposed hypercube lattice with linear codes can resolve its difficulty. 3. Transmission simulation setup For simulating transmission over fiber, we consider a 5-channel wavelength-division multiplexing (WDM) system with a channel spacing of 100 GHz and a data rate of 112 Gb/s per channel, leading to a signal bandwidth of 56 GHz for 12b-24D-GCHC and DP-BPSK, and a bandwidth of 28 GHz for DP-QPSK. Both transmitter and receiver use 5 th order Bessel filters with 0.7 times signal bandwidth. No optical filtering was used. The transmission link is 50 spans of standard single mode fiber (SSMF) with parameters of D = 17 ps/nm/km, γ = 1.2 /W/km, α = 0.2 db/km, and S = 0. Polarization mode dispersion was not considered. Nonlinear propagation was simulated using an adaptive step-size split-step Fourier method with the Manakov model. We assume either no inline optical dispersion compensation, or 95% compensation per span before amplification using an ideal linear and lossless compensator. Noise loading was performed at the receiver assuming 50 inline amplifiers each with a noise figure of 5 db. We use a data-directed adaptive equalizer with least-mean-square updating. For analysis of transmission results, we used a performance metric of span-loss budget inspired by Poggiolini (b)

25 DP BPSK DP QPSK 12b 24D GCHC 30 DP BPSK DP QPSK 12b 24D GCHC Span Loss Budget (db) 20 15 Span Loss Budget (db) 25 20 10 6 4 2 0 2 4 6 Launch Power per Channel (dbm) (a) 15 4 2 0 2 4 6 8 Launch Power per Channel (dbm) Fig. 2. Span loss budget for 50-span transmission link with a target BER of 10 3 (a) with 95% inline dispersion compensation per span, and (b) without inline dispersion compensation. et al. [4] since error counting at the received optical signal-to-noise ratios would be impractical due to the high margin for a 50-span system. Span-loss budget is calculated by performing a linear fit of Q-factor vs. span loss, and using this fit to calculate the maximum permissible span loss for a target BER of 10 3. 4. Results and discussion Figs. 2(a) and (b) show the performance of the 5-channel WDM system over a 50-span link with (a) and without (b) inline dispersion compensation. In the linear region, we note a 3 db increase in span loss budget for 12b-24D-GCHC compared with both DP-BPSK and DP-QPSK. In the nonlinear region for the 95% dispersion compensated map shown in Fig. 2(a), DP-QPSK has an optimum launch power of 3 dbm, compared with 0 dbm for DP-BPSK and 1 dbm for 12b-24D-GCHC. The superior performance of DP-BPSK compared to DP-QPSK is due to both the increased phase margin of DP-BPSK, and the higher signal bandwidth, which reduces signal auto-correlation and mitigates self-phase modulation [14]. Maximum permissible span loss is 17.9 db for DP-QPSK; 21.9 db for DP-BPSK and 24.9 db for 12b-24D-GCHC. As expected, the non dispersion compensated link exhibits better performance, due to the reduction fiber nonlinearity in highly dispersed signals. The optimum launch power is increased to 1 dbm for DP-QPSK, 5 dbm for DP-BPSK and 6 dbm for 12b-24D-GCHC. Maximum permissible span loss is 21.6 db for DP-QPSK; 25.4 db for DP-BPSK and 29.6 db for 12b-24D-GCHC. 5. Conclusions We have proposed a 24-dimensional modulation format achieving 6 db asymptotic power efficiency with 1 b/s/hz/pol spectral efficiency, using extended Golay codewords over the 24D hypercube. Noise tolerance was 3 db better than DP-QPSK at a BER of 10 3, and 1.9 db better at a BER of 10 2. Through fiber transmission simulation over 50 spans of SSMF with and without 95% inline optical dispersion compensation, span loss margin was found to be 8 db better than DP-QPSK and 4 db better than DP-BPSK with inline dispersion compensation, and 8 db better than DP-QPSK and 4.2 db better than DP-BPSK without inline dispersion compensation. References 1. S. Betti et al., Electron. Lett. 26 14 (1990). 2. E. Agrell and M. Karlsson, IEEE JLT 27 22 (2009). 3. M. Karlsson and E. Agrell, Opt. Expr. 17 13 (2009). 4. P. Poggiolini et al., Opt. Expr. 18 11 (2010). 5. L.D. Coelho and N. Hanik, ECOC, Mo.2.B.4 (2011). 6. D.S. Millar et al., Opt. Expr. 19 10 (2011). 7. M. Sjödin et al., Opt. Expr. 20 8 (2012). 8. G.D. Forney et al., IEEE JSAC, 7 6 (1989). (b) 9. T. Koike-Akino and V. Tarokh, IEEE ICC (2009). 10. J.H. Conway and N.J.A. Sloane, IEEE Trans. Inf. Th., 32 1 (1986). 11. J.H. Conway and N.J.A. Sloane, Sphere Packings, Lattices and Groups, Springer (1998). 12. R. Ryf et al., Proc. OFC/NFOEC, PDP5A.1 (2013). 13. T. Koike et al., IEICE Trans. Comm., E89-B 3 (2006). 14. D.S. Millar et al., Proc. ECOC, Th9.4.4 (2009).